Dataset statistics
| Number of variables | 54 |
|---|---|
| Number of observations | 671 |
| Missing cells | 5011 |
| Missing cells (%) | 13.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 272.7 KiB |
| Average record size in memory | 416.2 B |
Variable types
| Categorical | 40 |
|---|---|
| Numeric | 3 |
| DateTime | 6 |
| Unsupported | 5 |
context has constant value "" | Constant |
type has constant value "" | Constant |
actor_type has constant value "" | Constant |
object_type has constant value "" | Constant |
edapp_type has constant value "" | Constant |
referrer_type has constant value "" | Constant |
session_type has constant value "" | Constant |
extensions_caliperversion has constant value "" | Constant |
extensions_caliperappversion has constant value "" | Constant |
id has a high cardinality: 667 distinct values | High cardinality |
actor_id has a high cardinality: 285 distinct values | High cardinality |
actor_extensions_userid has a high cardinality: 285 distinct values | High cardinality |
actor_extensions_userteacherid has a high cardinality: 158 distinct values | High cardinality |
actor_extensions_userparentid has a high cardinality: 123 distinct values | High cardinality |
eventtime_kst has a high cardinality: 667 distinct values | High cardinality |
object_id has a high cardinality: 234 distinct values | High cardinality |
object_name has a high cardinality: 232 distinct values | High cardinality |
object_datetostarton_kst has a high cardinality: 277 distinct values | High cardinality |
object_datetosubmit_kst has a high cardinality: 201 distinct values | High cardinality |
referrer_id has a high cardinality: 234 distinct values | High cardinality |
session_id has a high cardinality: 285 distinct values | High cardinality |
session_startedattime_kst has a high cardinality: 286 distinct values | High cardinality |
session_extensions_userid has a high cardinality: 285 distinct values | High cardinality |
in_datetime_kst has a high cardinality: 671 distinct values | High cardinality |
actor_extensions_userpost is highly overall correlated with actor_extensions_usertype and 14 other fields | High correlation |
referrer_extensions_assignmentgrade is highly overall correlated with actor_extensions_userlevel and 3 other fields | High correlation |
referrer_extensions_assignmentlchapter is highly overall correlated with referrer_extensions_assignmenttype | High correlation |
actor_extensions_usertype is highly overall correlated with actor_extensions_userpost and 2 other fields | High correlation |
actor_extensions_usertypename is highly overall correlated with actor_extensions_userpost and 2 other fields | High correlation |
actor_extensions_usertypedescription is highly overall correlated with actor_extensions_userpost and 2 other fields | High correlation |
actor_extensions_userlevel is highly overall correlated with actor_extensions_userpost and 5 other fields | High correlation |
actor_extensions_usergrade is highly overall correlated with actor_extensions_userpost and 2 other fields | High correlation |
edapp_id is highly overall correlated with actor_extensions_userpost and 6 other fields | High correlation |
edapp_name is highly overall correlated with actor_extensions_userpost and 6 other fields | High correlation |
edapp_description is highly overall correlated with actor_extensions_userpost and 5 other fields | High correlation |
edapp_version is highly overall correlated with actor_extensions_userpost and 7 other fields | High correlation |
referrer_extensions_assignmenttype is highly overall correlated with actor_extensions_userpost and 10 other fields | High correlation |
referrer_extensions_assignmentsubjectid is highly overall correlated with actor_extensions_userpost and 7 other fields | High correlation |
referrer_extensions_assignmentsemester is highly overall correlated with actor_extensions_userpost and 1 other fields | High correlation |
referrer_extensions_assignmentmchapter is highly overall correlated with actor_extensions_userpost and 3 other fields | High correlation |
referrer_extensions_assignmentprogday_kst is highly overall correlated with actor_extensions_userpost and 6 other fields | High correlation |
extensions_timezone is highly overall correlated with actor_extensions_userpost and 1 other fields | High correlation |
actor_extensions_usertype is highly imbalanced (60.1%) | Imbalance |
actor_extensions_usertypename is highly imbalanced (60.1%) | Imbalance |
actor_extensions_usertypedescription is highly imbalanced (60.1%) | Imbalance |
edapp_description is highly imbalanced (93.9%) | Imbalance |
edapp_version is highly imbalanced (89.7%) | Imbalance |
referrer_extensions_assignmentsemester is highly imbalanced (75.2%) | Imbalance |
referrer_extensions_assignmentmchapter is highly imbalanced (79.4%) | Imbalance |
referrer_extensions_assignmentprogday_kst is highly imbalanced (56.6%) | Imbalance |
extensions_timezone is highly imbalanced (98.4%) | Imbalance |
object_mediatype has 671 (100.0%) missing values | Missing |
object_learningobjectives has 671 (100.0%) missing values | Missing |
object_datetostarton has 316 (47.1%) missing values | Missing |
object_datetostarton_kst has 316 (47.1%) missing values | Missing |
object_datetosubmit has 467 (69.6%) missing values | Missing |
object_datetosubmit_kst has 467 (69.6%) missing values | Missing |
object_maxattempts has 671 (100.0%) missing values | Missing |
object_maxsubmits has 671 (100.0%) missing values | Missing |
object_maxscore has 671 (100.0%) missing values | Missing |
referrer_extensions_assignmentsemester has 90 (13.4%) missing values | Missing |
id is uniformly distributed | Uniform |
eventtime_kst is uniformly distributed | Uniform |
object_datetostarton_kst is uniformly distributed | Uniform |
object_datetosubmit_kst is uniformly distributed | Uniform |
in_datetime_kst is uniformly distributed | Uniform |
in_datetime_kst has unique values | Unique |
object_mediatype is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
object_learningobjectives is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
object_maxattempts is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
object_maxsubmits is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
object_maxscore is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
referrer_extensions_assignmentgrade has 473 (70.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-25 00:50:34.788571 |
|---|---|
| Analysis finished | 2023-04-25 00:50:49.352026 |
| Duration | 14.56 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
context
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://purl.imsglobal.org/ctx/caliper/v1p1 |
|---|
Length
| Max length | 42 |
|---|---|
| Median length | 42 |
| Mean length | 42 |
| Min length | 42 |
Characters and Unicode
| Total characters | 28182 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | http://purl.imsglobal.org/ctx/caliper/v1p1 |
|---|---|
| 2nd row | http://purl.imsglobal.org/ctx/caliper/v1p1 |
| 3rd row | http://purl.imsglobal.org/ctx/caliper/v1p1 |
| 4th row | http://purl.imsglobal.org/ctx/caliper/v1p1 |
| 5th row | http://purl.imsglobal.org/ctx/caliper/v1p1 |
Common Values
| Value | Count | Frequency (%) |
| http://purl.imsglobal.org/ctx/caliper/v1p1 | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| http://purl.imsglobal.org/ctx/caliper/v1p1 | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 3355 | 11.9% |
| p | 2684 | 9.5% |
| l | 2684 | 9.5% |
| r | 2013 | 7.1% |
| t | 2013 | 7.1% |
| 1 | 1342 | 4.8% |
| a | 1342 | 4.8% |
| . | 1342 | 4.8% |
| i | 1342 | 4.8% |
| g | 1342 | 4.8% |
| Other values (11) | 8723 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 21472 | |
| Other Punctuation | 5368 | 19.0% |
| Decimal Number | 1342 | 4.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 2684 | |
| l | 2684 | |
| r | 2013 | |
| t | 2013 | |
| a | 1342 | 6.2% |
| i | 1342 | 6.2% |
| g | 1342 | 6.2% |
| o | 1342 | 6.2% |
| c | 1342 | 6.2% |
| v | 671 | 3.1% |
| Other values (7) | 4697 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 3355 | |
| . | 1342 | 25.0% |
| : | 671 | 12.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 21472 | |
| Common | 6710 | 23.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 2684 | |
| l | 2684 | |
| r | 2013 | |
| t | 2013 | |
| a | 1342 | 6.2% |
| i | 1342 | 6.2% |
| g | 1342 | 6.2% |
| o | 1342 | 6.2% |
| c | 1342 | 6.2% |
| v | 671 | 3.1% |
| Other values (7) | 4697 |
Common
| Value | Count | Frequency (%) |
| / | 3355 | |
| 1 | 1342 | 20.0% |
| . | 1342 | 20.0% |
| : | 671 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 28182 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 3355 | 11.9% |
| p | 2684 | 9.5% |
| l | 2684 | 9.5% |
| r | 2013 | 7.1% |
| t | 2013 | 7.1% |
| 1 | 1342 | 4.8% |
| a | 1342 | 4.8% |
| . | 1342 | 4.8% |
| i | 1342 | 4.8% |
| g | 1342 | 4.8% |
| Other values (11) | 8723 |
id
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 667 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| urn:uuid:9000360c-3327-4f1f-be9a-a81d05c0d9f3 | 2 |
|---|---|
| urn:uuid:058de100-e6d8-4de3-a32d-d462e976871e | 2 |
| urn:uuid:59b3aa4c-6f40-45c4-84f8-64ee4af7ec91 | 2 |
| urn:uuid:1a0af767-dc56-4912-9ed2-f6dc5bdb64f6 | 2 |
| urn:uuid:690e96a0-a203-435b-b157-5737cf5a5c65 | 1 |
| Other values (662) |
Length
| Max length | 45 |
|---|---|
| Median length | 45 |
| Mean length | 45 |
| Min length | 45 |
Characters and Unicode
| Total characters | 30195 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 663 ? |
|---|---|
| Unique (%) | 98.8% |
Sample
| 1st row | urn:uuid:690e96a0-a203-435b-b157-5737cf5a5c65 |
|---|---|
| 2nd row | urn:uuid:f7cdfdf0-fbcb-4766-b17b-34a63d79a2f4 |
| 3rd row | urn:uuid:6619a8b1-31b3-4ac9-8fa1-5a69fc9d6bac |
| 4th row | urn:uuid:304daccd-0930-4060-99d5-81db499ac2e7 |
| 5th row | urn:uuid:2e94e401-ae0f-46bf-9057-f5751052b7f6 |
Common Values
| Value | Count | Frequency (%) |
| urn:uuid:9000360c-3327-4f1f-be9a-a81d05c0d9f3 | 2 | 0.3% |
| urn:uuid:058de100-e6d8-4de3-a32d-d462e976871e | 2 | 0.3% |
| urn:uuid:59b3aa4c-6f40-45c4-84f8-64ee4af7ec91 | 2 | 0.3% |
| urn:uuid:1a0af767-dc56-4912-9ed2-f6dc5bdb64f6 | 2 | 0.3% |
| urn:uuid:690e96a0-a203-435b-b157-5737cf5a5c65 | 1 | 0.1% |
| urn:uuid:91e3dbf1-4a41-4e21-a4d9-23d2dba9f523 | 1 | 0.1% |
| urn:uuid:1023abaa-dd3b-4c1a-a393-abade2c7c048 | 1 | 0.1% |
| urn:uuid:5c84aca0-0134-43bf-9d65-3d9d64387464 | 1 | 0.1% |
| urn:uuid:d0835bd4-6ab9-484c-9a74-81ce2e6eae5d | 1 | 0.1% |
| urn:uuid:305e7670-db28-481d-a697-8599f750e903 | 1 | 0.1% |
| Other values (657) | 657 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| urn:uuid:9000360c-3327-4f1f-be9a-a81d05c0d9f3 | 2 | 0.3% |
| urn:uuid:59b3aa4c-6f40-45c4-84f8-64ee4af7ec91 | 2 | 0.3% |
| urn:uuid:1a0af767-dc56-4912-9ed2-f6dc5bdb64f6 | 2 | 0.3% |
| urn:uuid:058de100-e6d8-4de3-a32d-d462e976871e | 2 | 0.3% |
| urn:uuid:0b9af0c3-b7e6-4da3-9e00-6cad690f6699 | 1 | 0.1% |
| urn:uuid:14780b6a-6f87-4f57-8264-37a387d09525 | 1 | 0.1% |
| urn:uuid:6619a8b1-31b3-4ac9-8fa1-5a69fc9d6bac | 1 | 0.1% |
| urn:uuid:304daccd-0930-4060-99d5-81db499ac2e7 | 1 | 0.1% |
| urn:uuid:2e94e401-ae0f-46bf-9057-f5751052b7f6 | 1 | 0.1% |
| urn:uuid:03379bb6-5ee7-4232-9702-4c30afc172c8 | 1 | 0.1% |
| Other values (657) | 657 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2684 | 8.9% |
| u | 2013 | 6.7% |
| d | 2000 | 6.6% |
| 4 | 1935 | 6.4% |
| 8 | 1447 | 4.8% |
| b | 1420 | 4.7% |
| 9 | 1418 | 4.7% |
| a | 1408 | 4.7% |
| : | 1342 | 4.4% |
| 6 | 1301 | 4.3% |
| Other values (12) | 13227 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13609 | |
| Lowercase Letter | 12560 | |
| Dash Punctuation | 2684 | 8.9% |
| Other Punctuation | 1342 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 2013 | |
| d | 2000 | |
| b | 1420 | |
| a | 1408 | |
| c | 1262 | |
| e | 1225 | |
| f | 1219 | |
| r | 671 | 5.3% |
| i | 671 | 5.3% |
| n | 671 | 5.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1935 | |
| 8 | 1447 | |
| 9 | 1418 | |
| 6 | 1301 | |
| 3 | 1275 | |
| 5 | 1257 | |
| 2 | 1247 | |
| 0 | 1247 | |
| 7 | 1245 | |
| 1 | 1237 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2684 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17635 | |
| Latin | 12560 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 2684 | |
| 4 | 1935 | |
| 8 | 1447 | |
| 9 | 1418 | |
| : | 1342 | |
| 6 | 1301 | |
| 3 | 1275 | |
| 5 | 1257 | |
| 2 | 1247 | |
| 0 | 1247 | |
| Other values (2) | 2482 |
Latin
| Value | Count | Frequency (%) |
| u | 2013 | |
| d | 2000 | |
| b | 1420 | |
| a | 1408 | |
| c | 1262 | |
| e | 1225 | |
| f | 1219 | |
| r | 671 | 5.3% |
| i | 671 | 5.3% |
| n | 671 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30195 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 2684 | 8.9% |
| u | 2013 | 6.7% |
| d | 2000 | 6.6% |
| 4 | 1935 | 6.4% |
| 8 | 1447 | 4.8% |
| b | 1420 | 4.7% |
| 9 | 1418 | 4.7% |
| a | 1408 | 4.7% |
| : | 1342 | 4.4% |
| 6 | 1301 | 4.3% |
| Other values (12) | 13227 |
type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| AssignableEvent |
|---|
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Characters and Unicode
| Total characters | 10065 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AssignableEvent |
|---|---|
| 2nd row | AssignableEvent |
| 3rd row | AssignableEvent |
| 4th row | AssignableEvent |
| 5th row | AssignableEvent |
Common Values
| Value | Count | Frequency (%) |
| AssignableEvent | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| assignableevent | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 1342 | |
| n | 1342 | |
| e | 1342 | |
| A | 671 | |
| i | 671 | |
| g | 671 | |
| a | 671 | |
| b | 671 | |
| l | 671 | |
| E | 671 | |
| Other values (2) | 1342 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8723 | |
| Uppercase Letter | 1342 | 13.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 1342 | |
| n | 1342 | |
| e | 1342 | |
| i | 671 | |
| g | 671 | |
| a | 671 | |
| b | 671 | |
| l | 671 | |
| v | 671 | |
| t | 671 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 671 | |
| E | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10065 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 1342 | |
| n | 1342 | |
| e | 1342 | |
| A | 671 | |
| i | 671 | |
| g | 671 | |
| a | 671 | |
| b | 671 | |
| l | 671 | |
| E | 671 | |
| Other values (2) | 1342 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10065 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 1342 | |
| n | 1342 | |
| e | 1342 | |
| A | 671 | |
| i | 671 | |
| g | 671 | |
| a | 671 | |
| b | 671 | |
| l | 671 | |
| E | 671 | |
| Other values (2) | 1342 |
actor_id
Categorical
| Distinct | 285 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e | 9 |
|---|---|
| http://app.milkt.co.kr/person/c75dde42-07ed-4ddf-9019-fff78f8cbe5b | 9 |
| http://app.milkt.co.kr/person/df4a9b9a-be9e-4d79-bd4e-3effb3637ebb | 8 |
| http://app.milkt.co.kr/person/21d2dd54-7d32-4191-af39-b5090b530c8b | 8 |
| http://app.milkt.co.kr/person/b1b2227f-e294-454d-8547-2ce898b36a9b | 8 |
| Other values (280) |
Length
| Max length | 66 |
|---|---|
| Median length | 66 |
| Mean length | 66 |
| Min length | 66 |
Characters and Unicode
| Total characters | 44286 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 108 ? |
|---|---|
| Unique (%) | 16.1% |
Sample
| 1st row | http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e |
|---|---|
| 2nd row | http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e |
| 3rd row | http://app.milkt.co.kr/person/3671dfaf-bfe9-4e10-8b76-283d6b38365d |
| 4th row | http://app.milkt.co.kr/person/e187203e-cced-4b3b-b6ed-80d607013b9d |
| 5th row | http://app.milkt.co.kr/person/86f941d5-14a9-4bc2-a48b-a54649e14b4f |
Common Values
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e | 9 | 1.3% |
| http://app.milkt.co.kr/person/c75dde42-07ed-4ddf-9019-fff78f8cbe5b | 9 | 1.3% |
| http://app.milkt.co.kr/person/df4a9b9a-be9e-4d79-bd4e-3effb3637ebb | 8 | 1.2% |
| http://app.milkt.co.kr/person/21d2dd54-7d32-4191-af39-b5090b530c8b | 8 | 1.2% |
| http://app.milkt.co.kr/person/b1b2227f-e294-454d-8547-2ce898b36a9b | 8 | 1.2% |
| http://app.milkt.co.kr/person/26478421-08b0-4270-ac38-8dd477e1f4cd | 7 | 1.0% |
| http://app.milkt.co.kr/person/b29e9674-8262-4cdc-b666-d2b4b9dd4405 | 7 | 1.0% |
| http://app.milkt.co.kr/person/ce89333d-6d7e-4a13-a41b-9e8f5b04619a | 7 | 1.0% |
| http://app.milkt.co.kr/person/4ef96173-0950-4ebd-a848-7653421d6bc2 | 6 | 0.9% |
| http://app.milkt.co.kr/person/d4dc9d1b-5088-45c1-8e79-048f81361672 | 6 | 0.9% |
| Other values (275) | 596 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e | 9 | 1.3% |
| http://app.milkt.co.kr/person/c75dde42-07ed-4ddf-9019-fff78f8cbe5b | 9 | 1.3% |
| http://app.milkt.co.kr/person/df4a9b9a-be9e-4d79-bd4e-3effb3637ebb | 8 | 1.2% |
| http://app.milkt.co.kr/person/21d2dd54-7d32-4191-af39-b5090b530c8b | 8 | 1.2% |
| http://app.milkt.co.kr/person/b1b2227f-e294-454d-8547-2ce898b36a9b | 8 | 1.2% |
| http://app.milkt.co.kr/person/26478421-08b0-4270-ac38-8dd477e1f4cd | 7 | 1.0% |
| http://app.milkt.co.kr/person/b29e9674-8262-4cdc-b666-d2b4b9dd4405 | 7 | 1.0% |
| http://app.milkt.co.kr/person/ce89333d-6d7e-4a13-a41b-9e8f5b04619a | 7 | 1.0% |
| http://app.milkt.co.kr/person/6412ad1b-1180-4ef5-bc71-5287aa7a0948 | 6 | 0.9% |
| http://app.milkt.co.kr/person/55390c83-0ee1-4e1e-9011-3c05b5a98e4b | 6 | 0.9% |
| Other values (275) | 596 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 2684 | 6.1% |
| p | 2684 | 6.1% |
| / | 2684 | 6.1% |
| 4 | 2048 | 4.6% |
| . | 2013 | 4.5% |
| t | 2013 | 4.5% |
| a | 1975 | 4.5% |
| c | 1964 | 4.4% |
| e | 1955 | 4.4% |
| b | 1454 | 3.3% |
| Other values (21) | 22812 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 22712 | |
| Decimal Number | 13522 | |
| Other Punctuation | 5368 | 12.1% |
| Dash Punctuation | 2684 | 6.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 2684 | |
| t | 2013 | 8.9% |
| a | 1975 | 8.7% |
| c | 1964 | 8.6% |
| e | 1955 | 8.6% |
| b | 1454 | 6.4% |
| d | 1389 | 6.1% |
| r | 1342 | 5.9% |
| k | 1342 | 5.9% |
| o | 1342 | 5.9% |
| Other values (7) | 5252 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 2048 | |
| 9 | 1436 | |
| 8 | 1394 | |
| 1 | 1338 | |
| 0 | 1309 | |
| 3 | 1305 | |
| 6 | 1219 | |
| 2 | 1185 | |
| 5 | 1145 | |
| 7 | 1143 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2684 | |
| . | 2013 | |
| : | 671 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2684 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 22712 | |
| Common | 21574 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 2684 | |
| t | 2013 | 8.9% |
| a | 1975 | 8.7% |
| c | 1964 | 8.6% |
| e | 1955 | 8.6% |
| b | 1454 | 6.4% |
| d | 1389 | 6.1% |
| r | 1342 | 5.9% |
| k | 1342 | 5.9% |
| o | 1342 | 5.9% |
| Other values (7) | 5252 |
Common
| Value | Count | Frequency (%) |
| - | 2684 | |
| / | 2684 | |
| 4 | 2048 | |
| . | 2013 | |
| 9 | 1436 | 6.7% |
| 8 | 1394 | 6.5% |
| 1 | 1338 | 6.2% |
| 0 | 1309 | 6.1% |
| 3 | 1305 | 6.0% |
| 6 | 1219 | 5.7% |
| Other values (4) | 4144 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44286 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 2684 | 6.1% |
| p | 2684 | 6.1% |
| / | 2684 | 6.1% |
| 4 | 2048 | 4.6% |
| . | 2013 | 4.5% |
| t | 2013 | 4.5% |
| a | 1975 | 4.5% |
| c | 1964 | 4.4% |
| e | 1955 | 4.4% |
| b | 1454 | 3.3% |
| Other values (21) | 22812 |
actor_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Person |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4026 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Person |
|---|---|
| 2nd row | Person |
| 3rd row | Person |
| 4th row | Person |
| 5th row | Person |
Common Values
| Value | Count | Frequency (%) |
| Person | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| person | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 671 | |
| e | 671 | |
| r | 671 | |
| s | 671 | |
| o | 671 | |
| n | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3355 | |
| Uppercase Letter | 671 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 671 | |
| r | 671 | |
| s | 671 | |
| o | 671 | |
| n | 671 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4026 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 671 | |
| e | 671 | |
| r | 671 | |
| s | 671 | |
| o | 671 | |
| n | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4026 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 671 | |
| e | 671 | |
| r | 671 | |
| s | 671 | |
| o | 671 | |
| n | 671 |
actor_extensions_userid
Categorical
| Distinct | 285 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| leeso0215 | 9 |
|---|---|
| mingi0828 | 9 |
| psh1026 | 8 |
| seonho0609 | 8 |
| sunu0528 | 8 |
| Other values (280) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 8.3457526 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5600 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 108 ? |
|---|---|
| Unique (%) | 16.1% |
Sample
| 1st row | leeso0215 |
|---|---|
| 2nd row | leeso0215 |
| 3rd row | lisjm1 |
| 4th row | tnwjd8209 |
| 5th row | sws0324 |
Common Values
| Value | Count | Frequency (%) |
| leeso0215 | 9 | 1.3% |
| mingi0828 | 9 | 1.3% |
| psh1026 | 8 | 1.2% |
| seonho0609 | 8 | 1.2% |
| sunu0528 | 8 | 1.2% |
| Ian0415 | 7 | 1.0% |
| P20171202 | 7 | 1.0% |
| Jaeha0331 | 7 | 1.0% |
| cosua1010 | 6 | 0.9% |
| Seoa170331 | 6 | 0.9% |
| Other values (275) | 596 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| leeso0215 | 9 | 1.3% |
| mingi0828 | 9 | 1.3% |
| psh1026 | 8 | 1.2% |
| seonho0609 | 8 | 1.2% |
| sunu0528 | 8 | 1.2% |
| ian0415 | 7 | 1.0% |
| p20171202 | 7 | 1.0% |
| jaeha0331 | 7 | 1.0% |
| sojeong1108 | 6 | 0.9% |
| yunshu | 6 | 0.9% |
| Other values (275) | 596 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 528 | 9.4% |
| 1 | 516 | 9.2% |
| 2 | 327 | 5.8% |
| o | 270 | 4.8% |
| n | 255 | 4.6% |
| a | 240 | 4.3% |
| 7 | 230 | 4.1% |
| s | 220 | 3.9% |
| e | 211 | 3.8% |
| i | 195 | 3.5% |
| Other values (50) | 2608 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2863 | |
| Decimal Number | 2496 | |
| Uppercase Letter | 241 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 270 | 9.4% |
| n | 255 | 8.9% |
| a | 240 | 8.4% |
| s | 220 | 7.7% |
| e | 211 | 7.4% |
| i | 195 | 6.8% |
| h | 160 | 5.6% |
| u | 145 | 5.1% |
| j | 141 | 4.9% |
| y | 132 | 4.6% |
| Other values (16) | 894 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 32 | |
| Y | 19 | 7.9% |
| S | 18 | 7.5% |
| L | 17 | 7.1% |
| D | 16 | 6.6% |
| H | 13 | 5.4% |
| O | 13 | 5.4% |
| N | 12 | 5.0% |
| M | 12 | 5.0% |
| P | 11 | 4.6% |
| Other values (14) | 78 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 516 | |
| 2 | 327 | |
| 7 | 230 | |
| 8 | 188 | 7.5% |
| 3 | 167 | 6.7% |
| 6 | 146 | 5.8% |
| 9 | 144 | 5.8% |
| 4 | 127 | 5.1% |
| 5 | 123 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3104 | |
| Common | 2496 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 270 | 8.7% |
| n | 255 | 8.2% |
| a | 240 | 7.7% |
| s | 220 | 7.1% |
| e | 211 | 6.8% |
| i | 195 | 6.3% |
| h | 160 | 5.2% |
| u | 145 | 4.7% |
| j | 141 | 4.5% |
| y | 132 | 4.3% |
| Other values (40) | 1135 |
Common
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 516 | |
| 2 | 327 | |
| 7 | 230 | |
| 8 | 188 | 7.5% |
| 3 | 167 | 6.7% |
| 6 | 146 | 5.8% |
| 9 | 144 | 5.8% |
| 4 | 127 | 5.1% |
| 5 | 123 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 528 | 9.4% |
| 1 | 516 | 9.2% |
| 2 | 327 | 5.8% |
| o | 270 | 4.8% |
| n | 255 | 4.6% |
| a | 240 | 4.3% |
| 7 | 230 | 4.1% |
| s | 220 | 3.9% |
| e | 211 | 3.8% |
| i | 195 | 3.5% |
| Other values (50) | 2608 |
actor_extensions_usertype
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 11 | |
|---|---|
| 01 | 53 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1342 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 01 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 618 | |
| 01 | 53 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 618 | |
| 01 | 53 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1289 | |
| 0 | 53 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1342 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1289 | |
| 0 | 53 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1342 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1289 | |
| 0 | 53 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1342 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1289 | |
| 0 | 53 | 3.9% |
actor_extensions_usertypename
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 학습생(정) | |
|---|---|
| 학습생(준) | 53 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4026 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 학습생(정) |
|---|---|
| 2nd row | 학습생(정) |
| 3rd row | 학습생(정) |
| 4th row | 학습생(정) |
| 5th row | 학습생(준) |
Common Values
| Value | Count | Frequency (%) |
| 학습생(정) | 618 | |
| 학습생(준) | 53 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 학습생(정 | 618 | |
| 학습생(준 | 53 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 학 | 671 | |
| 습 | 671 | |
| 생 | 671 | |
| ( | 671 | |
| ) | 671 | |
| 정 | 618 | |
| 준 | 53 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 2684 | |
| Open Punctuation | 671 | 16.7% |
| Close Punctuation | 671 | 16.7% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 학 | 671 | |
| 습 | 671 | |
| 생 | 671 | |
| 정 | 618 | |
| 준 | 53 | 2.0% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 671 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 2684 | |
| Common | 1342 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 학 | 671 | |
| 습 | 671 | |
| 생 | 671 | |
| 정 | 618 | |
| 준 | 53 | 2.0% |
Common
| Value | Count | Frequency (%) |
| ( | 671 | |
| ) | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 2684 | |
| ASCII | 1342 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 학 | 671 | |
| 습 | 671 | |
| 생 | 671 | |
| 정 | 618 | |
| 준 | 53 | 2.0% |
ASCII
| Value | Count | Frequency (%) |
| ( | 671 | |
| ) | 671 |
actor_extensions_usertypedescription
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 정상적인 결제를 거친 학습생 | |
|---|---|
| 준회원세분-무료체험이 들어간 회원 | 53 |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 15.23696 |
| Min length | 15 |
Characters and Unicode
| Total characters | 10224 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 정상적인 결제를 거친 학습생 |
|---|---|
| 2nd row | 정상적인 결제를 거친 학습생 |
| 3rd row | 정상적인 결제를 거친 학습생 |
| 4th row | 정상적인 결제를 거친 학습생 |
| 5th row | 준회원세분-무료체험이 들어간 회원 |
Common Values
| Value | Count | Frequency (%) |
| 정상적인 결제를 거친 학습생 | 618 | |
| 준회원세분-무료체험이 들어간 회원 | 53 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 정상적인 | 618 | |
| 결제를 | 618 | |
| 거친 | 618 | |
| 학습생 | 618 | |
| 준회원세분-무료체험이 | 53 | 2.0% |
| 들어간 | 53 | 2.0% |
| 회원 | 53 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1960 | ||
| 정 | 618 | 6.0% |
| 거 | 618 | 6.0% |
| 상 | 618 | 6.0% |
| 생 | 618 | 6.0% |
| 습 | 618 | 6.0% |
| 친 | 618 | 6.0% |
| 학 | 618 | 6.0% |
| 를 | 618 | 6.0% |
| 제 | 618 | 6.0% |
| Other values (17) | 2702 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 8211 | |
| Space Separator | 1960 | 19.2% |
| Dash Punctuation | 53 | 0.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 정 | 618 | 7.5% |
| 거 | 618 | 7.5% |
| 상 | 618 | 7.5% |
| 생 | 618 | 7.5% |
| 습 | 618 | 7.5% |
| 친 | 618 | 7.5% |
| 학 | 618 | 7.5% |
| 를 | 618 | 7.5% |
| 제 | 618 | 7.5% |
| 결 | 618 | 7.5% |
| Other values (15) | 2031 |
Space Separator
| Value | Count | Frequency (%) |
| 1960 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 53 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 8211 | |
| Common | 2013 | 19.7% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 정 | 618 | 7.5% |
| 거 | 618 | 7.5% |
| 상 | 618 | 7.5% |
| 생 | 618 | 7.5% |
| 습 | 618 | 7.5% |
| 친 | 618 | 7.5% |
| 학 | 618 | 7.5% |
| 를 | 618 | 7.5% |
| 제 | 618 | 7.5% |
| 결 | 618 | 7.5% |
| Other values (15) | 2031 |
Common
| Value | Count | Frequency (%) |
| 1960 | ||
| - | 53 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 8211 | |
| ASCII | 2013 | 19.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1960 | ||
| - | 53 | 2.6% |
Hangul
| Value | Count | Frequency (%) |
| 정 | 618 | 7.5% |
| 거 | 618 | 7.5% |
| 상 | 618 | 7.5% |
| 생 | 618 | 7.5% |
| 습 | 618 | 7.5% |
| 친 | 618 | 7.5% |
| 학 | 618 | 7.5% |
| 를 | 618 | 7.5% |
| 제 | 618 | 7.5% |
| 결 | 618 | 7.5% |
| Other values (15) | 2031 |
actor_extensions_userlevel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 초등 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 0 |
| Mean length | 0.56929955 |
| Min length | 0 |
Characters and Unicode
| Total characters | 382 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 480 | ||
| 초등 | 191 | 28.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 초등 | 191 |
Most occurring characters
| Value | Count | Frequency (%) |
| 초 | 191 | |
| 등 | 191 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 382 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 초 | 191 | |
| 등 | 191 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 382 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 초 | 191 | |
| 등 | 191 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 382 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 초 | 191 | |
| 등 | 191 |
actor_extensions_usergrade
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 2학년 | 41 |
|---|---|
| 3학년 | 40 |
| 1학년 | 39 |
| 4학년 | 28 |
| Other values (2) | 43 |
Length
| Max length | 3 |
|---|---|
| Median length | 0 |
| Mean length | 0.85394933 |
| Min length | 0 |
Characters and Unicode
| Total characters | 573 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | |
| 5th row |
Common Values
| Value | Count | Frequency (%) |
| 480 | ||
| 2학년 | 41 | 6.1% |
| 3학년 | 40 | 6.0% |
| 1학년 | 39 | 5.8% |
| 4학년 | 28 | 4.2% |
| 5학년 | 28 | 4.2% |
| 6학년 | 15 | 2.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2학년 | 41 | |
| 3학년 | 40 | |
| 1학년 | 39 | |
| 4학년 | 28 | |
| 5학년 | 28 | |
| 6학년 | 15 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 학 | 191 | |
| 년 | 191 | |
| 2 | 41 | 7.2% |
| 3 | 40 | 7.0% |
| 1 | 39 | 6.8% |
| 4 | 28 | 4.9% |
| 5 | 28 | 4.9% |
| 6 | 15 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 382 | |
| Decimal Number | 191 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 41 | |
| 3 | 40 | |
| 1 | 39 | |
| 4 | 28 | |
| 5 | 28 | |
| 6 | 15 | 7.9% |
Other Letter
| Value | Count | Frequency (%) |
| 학 | 191 | |
| 년 | 191 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 382 | |
| Common | 191 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 41 | |
| 3 | 40 | |
| 1 | 39 | |
| 4 | 28 | |
| 5 | 28 | |
| 6 | 15 | 7.9% |
Hangul
| Value | Count | Frequency (%) |
| 학 | 191 | |
| 년 | 191 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 382 | |
| ASCII | 191 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 학 | 191 | |
| 년 | 191 |
ASCII
| Value | Count | Frequency (%) |
| 2 | 41 | |
| 3 | 40 | |
| 1 | 39 | |
| 4 | 28 | |
| 5 | 28 | |
| 6 | 15 | 7.9% |
actor_extensions_userpost
Real number (ℝ)
| Distinct | 268 |
|---|---|
| Distinct (%) | 39.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29462.705 |
| Minimum | 1105 |
|---|---|
| Maximum | 164426 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 1105 |
|---|---|
| 5-th percentile | 6163.5 |
| Q1 | 14049 |
| median | 22394 |
| Q3 | 44240 |
| 95-th percentile | 61203 |
| Maximum | 164426 |
| Range | 163321 |
| Interquartile range (IQR) | 30191 |
Descriptive statistics
| Standard deviation | 20661.373 |
|---|---|
| Coefficient of variation (CV) | 0.7012721 |
| Kurtosis | 8.9682559 |
| Mean | 29462.705 |
| Median Absolute Deviation (MAD) | 12097 |
| Skewness | 1.8713095 |
| Sum | 19769475 |
| Variance | 4.2689233 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15017 | 9 | 1.3% |
| 51125 | 9 | 1.3% |
| 54399 | 8 | 1.2% |
| 25621 | 8 | 1.2% |
| 58015 | 8 | 1.2% |
| 57767 | 7 | 1.0% |
| 16713 | 7 | 1.0% |
| 11722 | 7 | 1.0% |
| 18613 | 7 | 1.0% |
| 17886 | 6 | 0.9% |
| Other values (258) | 595 |
| Value | Count | Frequency (%) |
| 1105 | 1 | 0.1% |
| 1335 | 3 | |
| 2043 | 3 | |
| 2080 | 1 | 0.1% |
| 2084 | 1 | 0.1% |
| 2255 | 4 | |
| 2467 | 1 | 0.1% |
| 2762 | 3 | |
| 2794 | 2 | |
| 2798 | 2 |
| Value | Count | Frequency (%) |
| 164426 | 4 | |
| 63610 | 2 | 0.3% |
| 63234 | 1 | 0.1% |
| 63229 | 2 | 0.3% |
| 63201 | 1 | 0.1% |
| 62434 | 5 | |
| 62250 | 5 | |
| 62249 | 1 | 0.1% |
| 62012 | 4 | |
| 62011 | 3 |
actor_extensions_userteacherid
Categorical
| Distinct | 158 |
|---|---|
| Distinct (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| mteacher6450 | 19 |
|---|---|
| mteacher6508 | 17 |
| mteacher6575r | 16 |
| mteacher5753 | 15 |
| mteacher7224 | 14 |
| Other values (153) |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 11.90462 |
| Min length | 6 |
Characters and Unicode
| Total characters | 7988 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 37 ? |
|---|---|
| Unique (%) | 5.5% |
Sample
| 1st row | mteacher7004 |
|---|---|
| 2nd row | mteacher7004 |
| 3rd row | mteacher7219 |
| 4th row | mteacher7224 |
| 5th row | mteacher6115 |
Common Values
| Value | Count | Frequency (%) |
| mteacher6450 | 19 | 2.8% |
| mteacher6508 | 17 | 2.5% |
| mteacher6575r | 16 | 2.4% |
| mteacher5753 | 15 | 2.2% |
| mteacher7224 | 14 | 2.1% |
| mteacher6463 | 13 | 1.9% |
| mteacher6495 | 12 | 1.8% |
| mteacher5701 | 11 | 1.6% |
| mteacher6645 | 11 | 1.6% |
| mteacher6424 | 11 | 1.6% |
| Other values (148) | 532 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| mteacher6450 | 19 | 2.8% |
| mteacher6508 | 17 | 2.5% |
| mteacher6575r | 16 | 2.4% |
| mteacher5753 | 15 | 2.2% |
| mteacher7224 | 14 | 2.1% |
| mteacher6463 | 13 | 1.9% |
| mteacher6495 | 12 | 1.8% |
| mteacher6424 | 11 | 1.6% |
| mteacher6225 | 11 | 1.6% |
| mteacher6645 | 11 | 1.6% |
| Other values (148) | 532 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1312 | |
| r | 680 | |
| m | 671 | |
| t | 671 | |
| a | 656 | |
| c | 656 | |
| h | 656 | |
| 6 | 538 | |
| 5 | 524 | 6.6% |
| 7 | 280 | 3.5% |
| Other values (7) | 1344 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5302 | |
| Decimal Number | 2686 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 538 | |
| 5 | 524 | |
| 7 | 280 | |
| 2 | 265 | |
| 4 | 219 | |
| 0 | 195 | 7.3% |
| 8 | 191 | 7.1% |
| 3 | 189 | 7.0% |
| 9 | 154 | 5.7% |
| 1 | 131 | 4.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1312 | |
| r | 680 | |
| m | 671 | |
| t | 671 | |
| a | 656 | |
| c | 656 | |
| h | 656 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5302 | |
| Common | 2686 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 538 | |
| 5 | 524 | |
| 7 | 280 | |
| 2 | 265 | |
| 4 | 219 | |
| 0 | 195 | 7.3% |
| 8 | 191 | 7.1% |
| 3 | 189 | 7.0% |
| 9 | 154 | 5.7% |
| 1 | 131 | 4.9% |
Latin
| Value | Count | Frequency (%) |
| e | 1312 | |
| r | 680 | |
| m | 671 | |
| t | 671 | |
| a | 656 | |
| c | 656 | |
| h | 656 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7988 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1312 | |
| r | 680 | |
| m | 671 | |
| t | 671 | |
| a | 656 | |
| c | 656 | |
| h | 656 | |
| 6 | 538 | |
| 5 | 524 | 6.6% |
| 7 | 280 | 3.5% |
| Other values (7) | 1344 |
actor_extensions_userparentid
Categorical
| Distinct | 123 |
|---|---|
| Distinct (%) | 18.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| coolk2m | 9 |
|---|---|
| joosulki | 8 |
| selly90 | 7 |
| lca8031 | 7 |
| Other values (118) |
Length
| Max length | 12 |
|---|---|
| Median length | 0 |
| Mean length | 3.7600596 |
| Min length | 0 |
Characters and Unicode
| Total characters | 2523 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 42 ? |
|---|---|
| Unique (%) | 6.3% |
Sample
| 1st row | coolk2m |
|---|---|
| 2nd row | coolk2m |
| 3rd row | |
| 4th row | |
| 5th row | siruyo |
Common Values
| Value | Count | Frequency (%) |
| 370 | ||
| coolk2m | 9 | 1.3% |
| joosulki | 8 | 1.2% |
| selly90 | 7 | 1.0% |
| lca8031 | 7 | 1.0% |
| ian170415 | 7 | 1.0% |
| dutlthdbsl | 6 | 0.9% |
| rosaria53 | 6 | 0.9% |
| Joonmin0527 | 5 | 0.7% |
| ghdlghdl777 | 5 | 0.7% |
| Other values (113) | 241 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| coolk2m | 9 | 3.0% |
| joosulki | 8 | 2.7% |
| selly90 | 7 | 2.3% |
| lca8031 | 7 | 2.3% |
| ian170415 | 7 | 2.3% |
| dutlthdbsl | 6 | 2.0% |
| rosaria53 | 6 | 2.0% |
| jjung68588 | 5 | 1.7% |
| siruyo | 5 | 1.7% |
| joyjuy | 5 | 1.7% |
| Other values (112) | 236 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 147 | 5.8% |
| s | 128 | 5.1% |
| 0 | 125 | 5.0% |
| e | 125 | 5.0% |
| n | 123 | 4.9% |
| l | 122 | 4.8% |
| 1 | 121 | 4.8% |
| a | 120 | 4.8% |
| i | 104 | 4.1% |
| u | 98 | 3.9% |
| Other values (28) | 1310 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1764 | |
| Decimal Number | 749 | |
| Uppercase Letter | 10 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 147 | 8.3% |
| s | 128 | 7.3% |
| e | 125 | 7.1% |
| n | 123 | 7.0% |
| l | 122 | 6.9% |
| a | 120 | 6.8% |
| i | 104 | 5.9% |
| u | 98 | 5.6% |
| y | 96 | 5.4% |
| d | 83 | 4.7% |
| Other values (15) | 618 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 125 | |
| 1 | 121 | |
| 2 | 91 | |
| 8 | 78 | |
| 7 | 66 | |
| 9 | 63 | |
| 5 | 61 | |
| 3 | 53 | |
| 6 | 52 | |
| 4 | 39 | 5.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 6 | |
| A | 3 | |
| E | 1 | 10.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1774 | |
| Common | 749 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 147 | 8.3% |
| s | 128 | 7.2% |
| e | 125 | 7.0% |
| n | 123 | 6.9% |
| l | 122 | 6.9% |
| a | 120 | 6.8% |
| i | 104 | 5.9% |
| u | 98 | 5.5% |
| y | 96 | 5.4% |
| d | 83 | 4.7% |
| Other values (18) | 628 |
Common
| Value | Count | Frequency (%) |
| 0 | 125 | |
| 1 | 121 | |
| 2 | 91 | |
| 8 | 78 | |
| 7 | 66 | |
| 9 | 63 | |
| 5 | 61 | |
| 3 | 53 | |
| 6 | 52 | |
| 4 | 39 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2523 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 147 | 5.8% |
| s | 128 | 5.1% |
| 0 | 125 | 5.0% |
| e | 125 | 5.0% |
| n | 123 | 4.9% |
| l | 122 | 4.8% |
| 1 | 121 | 4.8% |
| a | 120 | 4.8% |
| i | 104 | 4.1% |
| u | 98 | 3.9% |
| Other values (28) | 1310 |
action
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Started | |
|---|---|
| Submitted | |
| Completed | |
| Reviewed |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.1028316 |
| Min length | 7 |
Characters and Unicode
| Total characters | 5437 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Submitted |
|---|---|
| 2nd row | Completed |
| 3rd row | Completed |
| 4th row | Started |
| 5th row | Submitted |
Common Values
| Value | Count | Frequency (%) |
| Started | 286 | |
| Submitted | 204 | |
| Completed | 151 | |
| Reviewed | 30 | 4.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| started | 286 | |
| submitted | 204 | |
| completed | 151 | |
| reviewed | 30 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1131 | |
| e | 882 | |
| d | 671 | |
| S | 490 | |
| m | 355 | 6.5% |
| r | 286 | 5.3% |
| a | 286 | 5.3% |
| i | 234 | 4.3% |
| u | 204 | 3.8% |
| b | 204 | 3.8% |
| Other values (7) | 694 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4766 | |
| Uppercase Letter | 671 | 12.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 1131 | |
| e | 882 | |
| d | 671 | |
| m | 355 | 7.4% |
| r | 286 | 6.0% |
| a | 286 | 6.0% |
| i | 234 | 4.9% |
| u | 204 | 4.3% |
| b | 204 | 4.3% |
| o | 151 | 3.2% |
| Other values (4) | 362 | 7.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 490 | |
| C | 151 | 22.5% |
| R | 30 | 4.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5437 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 1131 | |
| e | 882 | |
| d | 671 | |
| S | 490 | |
| m | 355 | 6.5% |
| r | 286 | 5.3% |
| a | 286 | 5.3% |
| i | 234 | 4.3% |
| u | 204 | 3.8% |
| b | 204 | 3.8% |
| Other values (7) | 694 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5437 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 1131 | |
| e | 882 | |
| d | 671 | |
| S | 490 | |
| m | 355 | 6.5% |
| r | 286 | 5.3% |
| a | 286 | 5.3% |
| i | 234 | 4.3% |
| u | 204 | 3.8% |
| b | 204 | 3.8% |
| Other values (7) | 694 |
eventtime
Date
| Distinct | 667 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2023-03-11 08:56:24.964000 |
|---|---|
| Maximum | 2023-04-05 22:46:01.225000 |
Histogram with fixed size bins (bins=50)
eventtime_kst
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 667 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 2023-04-06 07:15:00.498000 | 2 |
|---|---|
| 2023-04-06 07:23:22.367000 | 2 |
| 2023-04-06 07:05:30.715000 | 2 |
| 2023-04-06 07:29:49.759000 | 2 |
| 2023-04-06 07:31:01.174000 | 1 |
| Other values (662) |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 25.989568 |
| Min length | 19 |
Characters and Unicode
| Total characters | 17439 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 663 ? |
|---|---|
| Unique (%) | 98.8% |
Sample
| 1st row | 2023-04-06 07:31:01.174000 |
|---|---|
| 2nd row | 2023-04-06 07:31:01.188000 |
| 3rd row | 2023-04-06 07:31:00.765000 |
| 4th row | 2023-04-06 07:31:07.456000 |
| 5th row | 2023-04-06 07:31:05.786000 |
Common Values
| Value | Count | Frequency (%) |
| 2023-04-06 07:15:00.498000 | 2 | 0.3% |
| 2023-04-06 07:23:22.367000 | 2 | 0.3% |
| 2023-04-06 07:05:30.715000 | 2 | 0.3% |
| 2023-04-06 07:29:49.759000 | 2 | 0.3% |
| 2023-04-06 07:31:01.174000 | 1 | 0.1% |
| 2023-04-06 07:41:10.008000 | 1 | 0.1% |
| 2023-04-06 07:37:55.814000 | 1 | 0.1% |
| 2023-04-06 07:41:10.099000 | 1 | 0.1% |
| 2023-04-06 07:41:09.040000 | 1 | 0.1% |
| 2023-04-06 07:41:13.215000 | 1 | 0.1% |
| Other values (657) | 657 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2023-04-06 | 644 | |
| 2023-04-05 | 14 | 1.0% |
| 2023-03-22 | 4 | 0.3% |
| 2023-03-18 | 4 | 0.3% |
| 2023-03-17 | 3 | 0.2% |
| 07:23:22.367000 | 2 | 0.1% |
| 07:05:30.715000 | 2 | 0.1% |
| 07:29:49.759000 | 2 | 0.1% |
| 07:15:00.498000 | 2 | 0.1% |
| 07:31:11.505000 | 1 | 0.1% |
| Other values (664) | 664 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5076 | |
| 2 | 1824 | 10.5% |
| 3 | 1569 | 9.0% |
| 4 | 1356 | 7.8% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 7 | 993 | 5.7% |
| 6 | 951 | 5.5% |
| 671 | 3.8% | |
| . | 670 | 3.8% |
| Other values (4) | 1645 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13414 | |
| Other Punctuation | 2012 | 11.5% |
| Dash Punctuation | 1342 | 7.7% |
| Space Separator | 671 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5076 | |
| 2 | 1824 | 13.6% |
| 3 | 1569 | 11.7% |
| 4 | 1356 | 10.1% |
| 7 | 993 | 7.4% |
| 6 | 951 | 7.1% |
| 5 | 507 | 3.8% |
| 1 | 479 | 3.6% |
| 8 | 354 | 2.6% |
| 9 | 305 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1342 | |
| . | 670 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1342 |
Space Separator
| Value | Count | Frequency (%) |
| 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17439 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5076 | |
| 2 | 1824 | 10.5% |
| 3 | 1569 | 9.0% |
| 4 | 1356 | 7.8% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 7 | 993 | 5.7% |
| 6 | 951 | 5.5% |
| 671 | 3.8% | |
| . | 670 | 3.8% |
| Other values (4) | 1645 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17439 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5076 | |
| 2 | 1824 | 10.5% |
| 3 | 1569 | 9.0% |
| 4 | 1356 | 7.8% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 7 | 993 | 5.7% |
| 6 | 951 | 5.5% |
| 671 | 3.8% | |
| . | 670 | 3.8% |
| Other values (4) | 1645 | 9.4% |
object_id
Categorical
| Distinct | 234 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://app.milkt.co.kr/T0VE01U06003 | |
|---|---|
| http://app.milkt.co.kr/T0ME01U12010 | 40 |
| http://app.milkt.co.kr/T0ME01U05010 | 33 |
| http://app.milkt.co.kr/T0ME01U04010 | 17 |
| http://app.milkt.co.kr/T0BE00U24006 | 17 |
| Other values (229) |
Length
| Max length | 35 |
|---|---|
| Median length | 35 |
| Mean length | 35 |
| Min length | 35 |
Characters and Unicode
| Total characters | 23485 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 111 ? |
|---|---|
| Unique (%) | 16.5% |
Sample
| 1st row | http://app.milkt.co.kr/T0VE01U04009 |
|---|---|
| 2nd row | http://app.milkt.co.kr/T0VE01U04009 |
| 3rd row | http://app.milkt.co.kr/T0VE01U06003 |
| 4th row | http://app.milkt.co.kr/T0VE01U06003 |
| 5th row | http://app.milkt.co.kr/T0EE01U04008 |
Common Values
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/T0VE01U06003 | 86 | 12.8% |
| http://app.milkt.co.kr/T0ME01U12010 | 40 | 6.0% |
| http://app.milkt.co.kr/T0ME01U05010 | 33 | 4.9% |
| http://app.milkt.co.kr/T0ME01U04010 | 17 | 2.5% |
| http://app.milkt.co.kr/T0BE00U24006 | 17 | 2.5% |
| http://app.milkt.co.kr/T0VE01U05006 | 15 | 2.2% |
| http://app.milkt.co.kr/T0BE00U19006 | 15 | 2.2% |
| http://app.milkt.co.kr/T0EE01U05009 | 13 | 1.9% |
| http://app.milkt.co.kr/T0VE01U02004 | 13 | 1.9% |
| http://app.milkt.co.kr/T0VE01U01004 | 10 | 1.5% |
| Other values (224) | 412 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/t0ve01u06003 | 86 | 12.8% |
| http://app.milkt.co.kr/t0me01u12010 | 40 | 6.0% |
| http://app.milkt.co.kr/t0me01u05010 | 33 | 4.9% |
| http://app.milkt.co.kr/t0me01u04010 | 17 | 2.5% |
| http://app.milkt.co.kr/t0be00u24006 | 17 | 2.5% |
| http://app.milkt.co.kr/t0ve01u05006 | 15 | 2.2% |
| http://app.milkt.co.kr/t0be00u19006 | 15 | 2.2% |
| http://app.milkt.co.kr/t0ve01u02004 | 13 | 1.9% |
| http://app.milkt.co.kr/t0ee01u05009 | 13 | 1.9% |
| http://app.milkt.co.kr/t0ve01u01004 | 10 | 1.5% |
| Other values (224) | 412 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2911 | 12.4% |
| p | 2013 | 8.6% |
| t | 2013 | 8.6% |
| / | 2013 | 8.6% |
| . | 2013 | 8.6% |
| k | 1342 | 5.7% |
| 1 | 973 | 4.1% |
| E | 761 | 3.2% |
| U | 672 | 2.9% |
| T | 672 | 2.9% |
| Other values (35) | 8102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10736 | |
| Decimal Number | 5294 | |
| Other Punctuation | 4697 | |
| Uppercase Letter | 2758 | 11.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 761 | |
| U | 672 | |
| T | 672 | |
| V | 196 | 7.1% |
| M | 158 | 5.7% |
| B | 94 | 3.4% |
| K | 54 | 2.0% |
| W | 29 | 1.1% |
| A | 24 | 0.9% |
| S | 21 | 0.8% |
| Other values (11) | 77 | 2.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 2013 | |
| t | 2013 | |
| k | 1342 | |
| h | 671 | 6.2% |
| r | 671 | 6.2% |
| o | 671 | 6.2% |
| c | 671 | 6.2% |
| l | 671 | 6.2% |
| i | 671 | 6.2% |
| m | 671 | 6.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2911 | |
| 1 | 973 | 18.4% |
| 2 | 278 | 5.3% |
| 3 | 261 | 4.9% |
| 6 | 224 | 4.2% |
| 4 | 180 | 3.4% |
| 5 | 177 | 3.3% |
| 9 | 134 | 2.5% |
| 8 | 88 | 1.7% |
| 7 | 68 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2013 | |
| . | 2013 | |
| : | 671 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13494 | |
| Common | 9991 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 2013 | |
| t | 2013 | |
| k | 1342 | |
| E | 761 | 5.6% |
| U | 672 | 5.0% |
| T | 672 | 5.0% |
| h | 671 | 5.0% |
| r | 671 | 5.0% |
| o | 671 | 5.0% |
| c | 671 | 5.0% |
| Other values (22) | 3337 |
Common
| Value | Count | Frequency (%) |
| 0 | 2911 | |
| / | 2013 | |
| . | 2013 | |
| 1 | 973 | 9.7% |
| : | 671 | 6.7% |
| 2 | 278 | 2.8% |
| 3 | 261 | 2.6% |
| 6 | 224 | 2.2% |
| 4 | 180 | 1.8% |
| 5 | 177 | 1.8% |
| Other values (3) | 290 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23485 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2911 | 12.4% |
| p | 2013 | 8.6% |
| t | 2013 | 8.6% |
| / | 2013 | 8.6% |
| . | 2013 | 8.6% |
| k | 1342 | 5.7% |
| 1 | 973 | 4.1% |
| E | 761 | 3.2% |
| U | 672 | 2.9% |
| T | 672 | 2.9% |
| Other values (35) | 8102 |
object_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| AssignableDigitalResource |
|---|
Length
| Max length | 25 |
|---|---|
| Median length | 25 |
| Mean length | 25 |
| Min length | 25 |
Characters and Unicode
| Total characters | 16775 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AssignableDigitalResource |
|---|---|
| 2nd row | AssignableDigitalResource |
| 3rd row | AssignableDigitalResource |
| 4th row | AssignableDigitalResource |
| 5th row | AssignableDigitalResource |
Common Values
| Value | Count | Frequency (%) |
| AssignableDigitalResource | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| assignabledigitalresource | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 2013 | |
| i | 2013 | |
| e | 2013 | |
| g | 1342 | 8.0% |
| a | 1342 | 8.0% |
| l | 1342 | 8.0% |
| A | 671 | 4.0% |
| n | 671 | 4.0% |
| b | 671 | 4.0% |
| D | 671 | 4.0% |
| Other values (6) | 4026 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 14762 | |
| Uppercase Letter | 2013 | 12.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 2013 | |
| i | 2013 | |
| e | 2013 | |
| g | 1342 | |
| a | 1342 | |
| l | 1342 | |
| n | 671 | 4.5% |
| b | 671 | 4.5% |
| t | 671 | 4.5% |
| o | 671 | 4.5% |
| Other values (3) | 2013 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 671 | |
| D | 671 | |
| R | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16775 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 2013 | |
| i | 2013 | |
| e | 2013 | |
| g | 1342 | 8.0% |
| a | 1342 | 8.0% |
| l | 1342 | 8.0% |
| A | 671 | 4.0% |
| n | 671 | 4.0% |
| b | 671 | 4.0% |
| D | 671 | 4.0% |
| Other values (6) | 4026 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 2013 | |
| i | 2013 | |
| e | 2013 | |
| g | 1342 | 8.0% |
| a | 1342 | 8.0% |
| l | 1342 | 8.0% |
| A | 671 | 4.0% |
| n | 671 | 4.0% |
| b | 671 | 4.0% |
| D | 671 | 4.0% |
| Other values (6) | 4026 |
object_name
Categorical
| Distinct | 232 |
|---|---|
| Distinct (%) | 34.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 추석빔 입고 동네 한 바퀴 | |
|---|---|
| 99까지 수의 차례를 알아봐요 (2) | 38 |
| 몇 시 30분인지 알아봐요 (1) | 33 |
| AI 추천 게임(2) | 19 |
| 진짜 친구 | 17 |
| Other values (227) |
Length
| Max length | 53 |
|---|---|
| Median length | 35 |
| Mean length | 17.078987 |
| Min length | 2 |
Characters and Unicode
| Total characters | 11460 |
|---|---|
| Distinct characters | 485 |
| Distinct categories | 13 ? |
| Distinct scripts | 4 ? |
| Distinct blocks | 8 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 111 ? |
|---|---|
| Unique (%) | 16.5% |
Sample
| 1st row | 누구의 발자국일까? |
|---|---|
| 2nd row | 누구의 발자국일까? |
| 3rd row | 추석빔 입고 동네 한 바퀴 |
| 4th row | 추석빔 입고 동네 한 바퀴 |
| 5th row | Write Alphabet Gg |
Common Values
| Value | Count | Frequency (%) |
| 추석빔 입고 동네 한 바퀴 | 85 | 12.7% |
| 99까지 수의 차례를 알아봐요 (2) | 38 | 5.7% |
| 몇 시 30분인지 알아봐요 (1) | 33 | 4.9% |
| AI 추천 게임(2) | 19 | 2.8% |
| 진짜 친구 | 17 | 2.5% |
| 비교해 봐요 (1) | 17 | 2.5% |
| 土 (흙 토) | 15 | 2.2% |
| 캥거루의 캉캉 카페 | 11 | 1.6% |
| 복 타러 간 총각 | 10 | 1.5% |
| 주말농장에 가는 길 | 8 | 1.2% |
| Other values (222) | 418 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 추석빔 | 86 | 2.8% |
| 동네 | 86 | 2.8% |
| 한 | 86 | 2.8% |
| 바퀴 | 86 | 2.8% |
| 입고 | 86 | 2.8% |
| 알아봐요 | 82 | 2.6% |
| 1 | 68 | 2.2% |
| 2 | 56 | 1.8% |
| ai | 53 | 1.7% |
| 수학 | 51 | 1.6% |
| Other values (626) | 2375 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2726 | 23.8% | |
| ) | 227 | 2.0% |
| ( | 227 | 2.0% |
| 요 | 205 | 1.8% |
| 단 | 156 | 1.4% |
| 원 | 156 | 1.4% |
| 2 | 143 | 1.2% |
| 아 | 133 | 1.2% |
| 추 | 128 | 1.1% |
| 고 | 122 | 1.1% |
| Other values (475) | 7237 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 6311 | |
| Space Separator | 2726 | |
| Lowercase Letter | 624 | 5.4% |
| Decimal Number | 531 | 4.6% |
| Close Punctuation | 301 | 2.6% |
| Open Punctuation | 301 | 2.6% |
| Uppercase Letter | 272 | 2.4% |
| Other Punctuation | 120 | 1.0% |
| Dash Punctuation | 103 | 0.9% |
| Other Number | 97 | 0.8% |
| Other values (3) | 74 | 0.6% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 요 | 205 | 3.2% |
| 단 | 156 | 2.5% |
| 원 | 156 | 2.5% |
| 아 | 133 | 2.1% |
| 추 | 128 | 2.0% |
| 고 | 122 | 1.9% |
| 동 | 110 | 1.7% |
| 의 | 108 | 1.7% |
| 기 | 108 | 1.7% |
| 봐 | 108 | 1.7% |
| Other values (392) | 4977 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 79 | |
| a | 76 | |
| n | 60 | |
| t | 59 | |
| l | 44 | 7.1% |
| h | 41 | 6.6% |
| o | 38 | 6.1% |
| s | 35 | 5.6% |
| i | 25 | 4.0% |
| r | 25 | 4.0% |
| Other values (13) | 142 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 82 | |
| I | 65 | |
| W | 20 | 7.4% |
| C | 16 | 5.9% |
| S | 16 | 5.9% |
| B | 11 | 4.0% |
| T | 10 | 3.7% |
| L | 9 | 3.3% |
| H | 8 | 2.9% |
| G | 7 | 2.6% |
| Other values (10) | 28 | 10.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 143 | |
| 1 | 107 | |
| 3 | 104 | |
| 9 | 87 | |
| 0 | 42 | 7.9% |
| 4 | 21 | 4.0% |
| 7 | 13 | 2.4% |
| 8 | 7 | 1.3% |
| 5 | 6 | 1.1% |
| 6 | 1 | 0.2% |
Other Number
| Value | Count | Frequency (%) |
| ① | 30 | |
| ② | 25 | |
| ③ | 18 | |
| ⑤ | 9 | 9.3% |
| ④ | 5 | 5.2% |
| ⑥ | 4 | 4.1% |
| ⑨ | 4 | 4.1% |
| ⑧ | 2 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 43 | |
| . | 25 | |
| ! | 25 | |
| ? | 22 | |
| : | 4 | 3.3% |
| / | 1 | 0.8% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 227 | |
| 】 | 57 | 18.9% |
| ] | 15 | 5.0% |
| 」 | 2 | 0.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 227 | |
| 【 | 57 | 18.9% |
| [ | 15 | 5.0% |
| 「 | 2 | 0.7% |
Math Symbol
| Value | Count | Frequency (%) |
| > | 24 | |
| ~ | 19 | |
| + | 14 | |
| ÷ | 1 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 2726 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 103 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 15 |
Other Symbol
| Value | Count | Frequency (%) |
| □ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 6282 | |
| Common | 4253 | |
| Latin | 896 | 7.8% |
| Han | 29 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 요 | 205 | 3.3% |
| 단 | 156 | 2.5% |
| 원 | 156 | 2.5% |
| 아 | 133 | 2.1% |
| 추 | 128 | 2.0% |
| 고 | 122 | 1.9% |
| 동 | 110 | 1.8% |
| 의 | 108 | 1.7% |
| 기 | 108 | 1.7% |
| 봐 | 108 | 1.7% |
| Other values (381) | 4948 |
Latin
| Value | Count | Frequency (%) |
| A | 82 | 9.2% |
| e | 79 | 8.8% |
| a | 76 | 8.5% |
| I | 65 | 7.3% |
| n | 60 | 6.7% |
| t | 59 | 6.6% |
| l | 44 | 4.9% |
| h | 41 | 4.6% |
| o | 38 | 4.2% |
| s | 35 | 3.9% |
| Other values (33) | 317 |
Common
| Value | Count | Frequency (%) |
| 2726 | ||
| ) | 227 | 5.3% |
| ( | 227 | 5.3% |
| 2 | 143 | 3.4% |
| 1 | 107 | 2.5% |
| 3 | 104 | 2.4% |
| - | 103 | 2.4% |
| 9 | 87 | 2.0% |
| 【 | 57 | 1.3% |
| 】 | 57 | 1.3% |
| Other values (30) | 415 | 9.8% |
Han
| Value | Count | Frequency (%) |
| 土 | 15 | |
| 口 | 2 | 6.9% |
| 七 | 2 | 6.9% |
| 月 | 2 | 6.9% |
| 田 | 2 | 6.9% |
| 人 | 1 | 3.4% |
| 木 | 1 | 3.4% |
| 母 | 1 | 3.4% |
| 日 | 1 | 3.4% |
| 耳 | 1 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 6256 | |
| ASCII | 4917 | |
| None | 119 | 1.0% |
| Enclosed Alphanum | 97 | 0.8% |
| CJK | 29 | 0.3% |
| Compat Jamo | 26 | 0.2% |
| Punctuation | 15 | 0.1% |
| Geometric Shapes | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2726 | ||
| ) | 227 | 4.6% |
| ( | 227 | 4.6% |
| 2 | 143 | 2.9% |
| 1 | 107 | 2.2% |
| 3 | 104 | 2.1% |
| - | 103 | 2.1% |
| 9 | 87 | 1.8% |
| A | 82 | 1.7% |
| e | 79 | 1.6% |
| Other values (58) | 1032 | 21.0% |
Hangul
| Value | Count | Frequency (%) |
| 요 | 205 | 3.3% |
| 단 | 156 | 2.5% |
| 원 | 156 | 2.5% |
| 아 | 133 | 2.1% |
| 추 | 128 | 2.0% |
| 고 | 122 | 2.0% |
| 동 | 110 | 1.8% |
| 의 | 108 | 1.7% |
| 기 | 108 | 1.7% |
| 봐 | 108 | 1.7% |
| Other values (369) | 4922 |
None
| Value | Count | Frequency (%) |
| 【 | 57 | |
| 】 | 57 | |
| 」 | 2 | 1.7% |
| 「 | 2 | 1.7% |
| ÷ | 1 | 0.8% |
Enclosed Alphanum
| Value | Count | Frequency (%) |
| ① | 30 | |
| ② | 25 | |
| ③ | 18 | |
| ⑤ | 9 | 9.3% |
| ④ | 5 | 5.2% |
| ⑥ | 4 | 4.1% |
| ⑨ | 4 | 4.1% |
| ⑧ | 2 | 2.1% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 15 |
CJK
| Value | Count | Frequency (%) |
| 土 | 15 | |
| 口 | 2 | 6.9% |
| 七 | 2 | 6.9% |
| 月 | 2 | 6.9% |
| 田 | 2 | 6.9% |
| 人 | 1 | 3.4% |
| 木 | 1 | 3.4% |
| 母 | 1 | 3.4% |
| 日 | 1 | 3.4% |
| 耳 | 1 | 3.4% |
Compat Jamo
| Value | Count | Frequency (%) |
| ㅁ | 5 | |
| ㄷ | 3 | |
| ㄹ | 3 | |
| ㅂ | 3 | |
| ㄱ | 2 | 7.7% |
| ㄴ | 2 | 7.7% |
| ㅝ | 2 | 7.7% |
| ㅘ | 2 | 7.7% |
| ㅏ | 1 | 3.8% |
| ㅓ | 1 | 3.8% |
| Other values (2) | 2 | 7.7% |
Geometric Shapes
| Value | Count | Frequency (%) |
| □ | 1 |
object_mediatype
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 671 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.4 KiB |
object_learningobjectives
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 671 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.4 KiB |
| Distinct | 277 |
|---|---|
| Distinct (%) | 78.0% |
| Missing | 316 |
| Missing (%) | 47.1% |
| Memory size | 5.4 KiB |
| Minimum | 2023-03-11 08:45:32.429000 |
|---|---|
| Maximum | 2023-04-05 22:45:40.842000 |
Histogram with fixed size bins (bins=50)
object_datetostarton_kst
Categorical
HIGH CARDINALITY MISSING UNIFORM
| Distinct | 277 |
|---|---|
| Distinct (%) | 78.0% |
| Missing | 316 |
| Missing (%) | 47.1% |
| Memory size | 5.4 KiB |
| 2023-04-06 06:50:35.415000 | 3 |
|---|---|
| 2023-04-06 07:05:31.939000 | 3 |
| 2023-04-06 07:24:28.645000 | 2 |
| 2023-04-06 07:34:28.413000 | 2 |
| 2023-04-06 07:34:18.988000 | 2 |
| Other values (272) |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Characters and Unicode
| Total characters | 9230 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 201 ? |
|---|---|
| Unique (%) | 56.6% |
Sample
| 1st row | 2023-04-06 07:24:28.645000 |
|---|---|
| 2nd row | 2023-04-06 07:24:28.645000 |
| 3rd row | 2023-04-06 07:23:28.152000 |
| 4th row | 2023-04-06 07:24:02.671000 |
| 5th row | 2023-04-06 07:24:02.671000 |
Common Values
| Value | Count | Frequency (%) |
| 2023-04-06 06:50:35.415000 | 3 | 0.4% |
| 2023-04-06 07:05:31.939000 | 3 | 0.4% |
| 2023-04-06 07:24:28.645000 | 2 | 0.3% |
| 2023-04-06 07:34:28.413000 | 2 | 0.3% |
| 2023-04-06 07:34:18.988000 | 2 | 0.3% |
| 2023-04-06 07:30:03.931000 | 2 | 0.3% |
| 2023-04-06 07:37:53.823000 | 2 | 0.3% |
| 2023-04-06 07:32:05.324000 | 2 | 0.3% |
| 2023-04-06 07:31:21.897000 | 2 | 0.3% |
| 2023-04-06 07:29:32.890000 | 2 | 0.3% |
| Other values (267) | 333 | |
| (Missing) | 316 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2023-04-06 | 329 | |
| 2023-04-05 | 15 | 2.1% |
| 2023-03-18 | 4 | 0.6% |
| 06:50:35.415000 | 3 | 0.4% |
| 2023-03-17 | 3 | 0.4% |
| 07:05:31.939000 | 3 | 0.4% |
| 19:10:23.610000 | 2 | 0.3% |
| 07:24:20.539000 | 2 | 0.3% |
| 07:20:09.709000 | 2 | 0.3% |
| 07:34:08.973000 | 2 | 0.3% |
| Other values (274) | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2697 | |
| 2 | 1063 | 11.5% |
| 3 | 806 | 8.7% |
| - | 710 | 7.7% |
| : | 710 | 7.7% |
| 4 | 578 | 6.3% |
| 7 | 502 | 5.4% |
| 6 | 499 | 5.4% |
| 355 | 3.8% | |
| . | 355 | 3.8% |
| Other values (4) | 955 | 10.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7100 | |
| Other Punctuation | 1065 | 11.5% |
| Dash Punctuation | 710 | 7.7% |
| Space Separator | 355 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2697 | |
| 2 | 1063 | 15.0% |
| 3 | 806 | 11.4% |
| 4 | 578 | 8.1% |
| 7 | 502 | 7.1% |
| 6 | 499 | 7.0% |
| 1 | 299 | 4.2% |
| 5 | 274 | 3.9% |
| 9 | 208 | 2.9% |
| 8 | 174 | 2.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 710 | |
| . | 355 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 710 |
Space Separator
| Value | Count | Frequency (%) |
| 355 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9230 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2697 | |
| 2 | 1063 | 11.5% |
| 3 | 806 | 8.7% |
| - | 710 | 7.7% |
| : | 710 | 7.7% |
| 4 | 578 | 6.3% |
| 7 | 502 | 5.4% |
| 6 | 499 | 5.4% |
| 355 | 3.8% | |
| . | 355 | 3.8% |
| Other values (4) | 955 | 10.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9230 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2697 | |
| 2 | 1063 | 11.5% |
| 3 | 806 | 8.7% |
| - | 710 | 7.7% |
| : | 710 | 7.7% |
| 4 | 578 | 6.3% |
| 7 | 502 | 5.4% |
| 6 | 499 | 5.4% |
| 355 | 3.8% | |
| . | 355 | 3.8% |
| Other values (4) | 955 | 10.3% |
| Distinct | 201 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 467 |
| Missing (%) | 69.6% |
| Memory size | 5.4 KiB |
| Minimum | 2023-03-17 11:18:43.853000 |
|---|---|
| Maximum | 2023-04-05 22:45:51.172000 |
Histogram with fixed size bins (bins=50)
object_datetosubmit_kst
Categorical
HIGH CARDINALITY MISSING UNIFORM
| Distinct | 201 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 467 |
| Missing (%) | 69.6% |
| Memory size | 5.4 KiB |
| 2023-04-06 07:05:30.715000 | 2 |
|---|---|
| 2023-04-06 07:29:49.759000 | 2 |
| 2023-04-06 07:15:00.498000 | 2 |
| 2023-04-06 07:41:13.215000 | 1 |
| 2023-04-05 20:42:15.830000 | 1 |
| Other values (196) |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Characters and Unicode
| Total characters | 5304 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 198 ? |
|---|---|
| Unique (%) | 97.1% |
Sample
| 1st row | 2023-04-06 07:31:01.174000 |
|---|---|
| 2nd row | 2023-04-06 07:31:05.786000 |
| 3rd row | 2023-04-06 07:31:10.385000 |
| 4th row | 2023-04-06 07:31:18.290000 |
| 5th row | 2023-04-06 07:31:23.794000 |
Common Values
| Value | Count | Frequency (%) |
| 2023-04-06 07:05:30.715000 | 2 | 0.3% |
| 2023-04-06 07:29:49.759000 | 2 | 0.3% |
| 2023-04-06 07:15:00.498000 | 2 | 0.3% |
| 2023-04-06 07:41:13.215000 | 1 | 0.1% |
| 2023-04-05 20:42:15.830000 | 1 | 0.1% |
| 2023-04-06 07:40:40.813000 | 1 | 0.1% |
| 2023-04-06 07:40:40.420000 | 1 | 0.1% |
| 2023-04-06 07:40:43.981000 | 1 | 0.1% |
| 2023-04-06 07:40:54.615000 | 1 | 0.1% |
| 2023-04-06 07:40:57.585000 | 1 | 0.1% |
| Other values (191) | 191 | |
| (Missing) | 467 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2023-04-06 | 191 | |
| 2023-04-05 | 7 | 1.7% |
| 07:29:49.759000 | 2 | 0.5% |
| 07:15:00.498000 | 2 | 0.5% |
| 2023-03-18 | 2 | 0.5% |
| 07:05:30.715000 | 2 | 0.5% |
| 2023-03-17 | 2 | 0.5% |
| 2023-03-22 | 2 | 0.5% |
| 07:31:23.794000 | 1 | 0.2% |
| 07:31:35.468000 | 1 | 0.2% |
| Other values (196) | 196 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1542 | |
| 2 | 553 | 10.4% |
| 3 | 467 | 8.8% |
| - | 408 | 7.7% |
| : | 408 | 7.7% |
| 4 | 406 | 7.7% |
| 7 | 306 | 5.8% |
| 6 | 277 | 5.2% |
| 204 | 3.8% | |
| . | 204 | 3.8% |
| Other values (4) | 529 | 10.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4080 | |
| Other Punctuation | 612 | 11.5% |
| Dash Punctuation | 408 | 7.7% |
| Space Separator | 204 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1542 | |
| 2 | 553 | 13.6% |
| 3 | 467 | 11.4% |
| 4 | 406 | 10.0% |
| 7 | 306 | 7.5% |
| 6 | 277 | 6.8% |
| 1 | 162 | 4.0% |
| 5 | 159 | 3.9% |
| 8 | 109 | 2.7% |
| 9 | 99 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 408 | |
| . | 204 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 408 |
Space Separator
| Value | Count | Frequency (%) |
| 204 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5304 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1542 | |
| 2 | 553 | 10.4% |
| 3 | 467 | 8.8% |
| - | 408 | 7.7% |
| : | 408 | 7.7% |
| 4 | 406 | 7.7% |
| 7 | 306 | 5.8% |
| 6 | 277 | 5.2% |
| 204 | 3.8% | |
| . | 204 | 3.8% |
| Other values (4) | 529 | 10.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1542 | |
| 2 | 553 | 10.4% |
| 3 | 467 | 8.8% |
| - | 408 | 7.7% |
| : | 408 | 7.7% |
| 4 | 406 | 7.7% |
| 7 | 306 | 5.8% |
| 6 | 277 | 5.2% |
| 204 | 3.8% | |
| . | 204 | 3.8% |
| Other values (4) | 529 | 10.0% |
object_maxattempts
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 671 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.4 KiB |
object_maxsubmits
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 671 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 5.4 KiB |
object_maxscore
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 671 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.7 KiB |
edapp_id
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | |
|---|---|
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | |
| http://app.milkt.co.kr/kr.hbstudy.apphbstudy | 9 |
Length
| Max length | 58 |
|---|---|
| Median length | 57 |
| Mean length | 57.299553 |
| Min length | 44 |
Characters and Unicode
| Total characters | 38448 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer |
|---|---|
| 2nd row | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer |
| 3rd row | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer |
| 4th row | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer |
| 5th row | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer |
Common Values
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | 344 | |
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | 318 | |
| http://app.milkt.co.kr/kr.hbstudy.apphbstudy | 9 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | 344 | |
| http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | 318 | |
| http://app.milkt.co.kr/kr.hbstudy.apphbstudy | 9 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4679 | 12.2% |
| p | 2693 | 7.0% |
| t | 2693 | 7.0% |
| r | 2666 | 6.9% |
| a | 2666 | 6.9% |
| c | 2657 | 6.9% |
| k | 2013 | 5.2% |
| h | 2013 | 5.2% |
| / | 2013 | 5.2% |
| l | 1995 | 5.2% |
| Other values (13) | 12360 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 30767 | |
| Other Punctuation | 7363 | 19.2% |
| Decimal Number | 318 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 2693 | 8.8% |
| t | 2693 | 8.8% |
| r | 2666 | 8.7% |
| a | 2666 | 8.7% |
| c | 2657 | 8.6% |
| k | 2013 | 6.5% |
| h | 2013 | 6.5% |
| l | 1995 | 6.5% |
| o | 1995 | 6.5% |
| d | 1342 | 4.4% |
| Other values (9) | 8034 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4679 | |
| / | 2013 | |
| : | 671 | 9.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30767 | |
| Common | 7681 | 20.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 2693 | 8.8% |
| t | 2693 | 8.8% |
| r | 2666 | 8.7% |
| a | 2666 | 8.7% |
| c | 2657 | 8.6% |
| k | 2013 | 6.5% |
| h | 2013 | 6.5% |
| l | 1995 | 6.5% |
| o | 1995 | 6.5% |
| d | 1342 | 4.4% |
| Other values (9) | 8034 |
Common
| Value | Count | Frequency (%) |
| . | 4679 | |
| / | 2013 | |
| : | 671 | 8.7% |
| 2 | 318 | 4.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38448 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4679 | 12.2% |
| p | 2693 | 7.0% |
| t | 2693 | 7.0% |
| r | 2666 | 6.9% |
| a | 2666 | 6.9% |
| c | 2657 | 6.9% |
| k | 2013 | 5.2% |
| h | 2013 | 5.2% |
| / | 2013 | 5.2% |
| l | 1995 | 5.2% |
| Other values (13) | 12360 |
edapp_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| SoftwareApplication |
|---|
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 12749 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | SoftwareApplication |
|---|---|
| 2nd row | SoftwareApplication |
| 3rd row | SoftwareApplication |
| 4th row | SoftwareApplication |
| 5th row | SoftwareApplication |
Common Values
| Value | Count | Frequency (%) |
| SoftwareApplication | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| softwareapplication | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1342 | |
| t | 1342 | |
| a | 1342 | |
| p | 1342 | |
| i | 1342 | |
| S | 671 | 5.3% |
| f | 671 | 5.3% |
| w | 671 | 5.3% |
| r | 671 | 5.3% |
| e | 671 | 5.3% |
| Other values (4) | 2684 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11407 | |
| Uppercase Letter | 1342 | 10.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1342 | |
| t | 1342 | |
| a | 1342 | |
| p | 1342 | |
| i | 1342 | |
| f | 671 | |
| w | 671 | |
| r | 671 | |
| e | 671 | |
| l | 671 | |
| Other values (2) | 1342 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 671 | |
| A | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12749 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1342 | |
| t | 1342 | |
| a | 1342 | |
| p | 1342 | |
| i | 1342 | |
| S | 671 | 5.3% |
| f | 671 | 5.3% |
| w | 671 | 5.3% |
| r | 671 | 5.3% |
| e | 671 | 5.3% |
| Other values (4) | 2684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12749 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1342 | |
| t | 1342 | |
| a | 1342 | |
| p | 1342 | |
| i | 1342 | |
| S | 671 | 5.3% |
| f | 671 | 5.3% |
| w | 671 | 5.3% |
| r | 671 | 5.3% |
| e | 671 | 5.3% |
| Other values (4) | 2684 |
edapp_name
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| kr.co.chunjae.android.cjhtmlplayer | |
|---|---|
| kr.co.chunjae.android.cjhtmlplayer2 | |
| kr.hbstudy.apphbstudy | 9 |
Length
| Max length | 35 |
|---|---|
| Median length | 34 |
| Mean length | 34.299553 |
| Min length | 21 |
Characters and Unicode
| Total characters | 23015 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | kr.co.chunjae.android.cjhtmlplayer |
|---|---|
| 2nd row | kr.co.chunjae.android.cjhtmlplayer |
| 3rd row | kr.co.chunjae.android.cjhtmlplayer |
| 4th row | kr.co.chunjae.android.cjhtmlplayer |
| 5th row | kr.co.chunjae.android.cjhtmlplayer |
Common Values
| Value | Count | Frequency (%) |
| kr.co.chunjae.android.cjhtmlplayer | 344 | |
| kr.co.chunjae.android.cjhtmlplayer2 | 318 | |
| kr.hbstudy.apphbstudy | 9 | 1.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| kr.co.chunjae.android.cjhtmlplayer | 344 | |
| kr.co.chunjae.android.cjhtmlplayer2 | 318 | |
| kr.hbstudy.apphbstudy | 9 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 2666 | |
| a | 1995 | 8.7% |
| r | 1995 | 8.7% |
| c | 1986 | 8.6% |
| h | 1342 | 5.8% |
| d | 1342 | 5.8% |
| e | 1324 | 5.8% |
| l | 1324 | 5.8% |
| o | 1324 | 5.8% |
| n | 1324 | 5.8% |
| Other values (11) | 6393 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20031 | |
| Other Punctuation | 2666 | 11.6% |
| Decimal Number | 318 | 1.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1995 | |
| r | 1995 | |
| c | 1986 | |
| h | 1342 | 6.7% |
| d | 1342 | 6.7% |
| e | 1324 | 6.6% |
| l | 1324 | 6.6% |
| o | 1324 | 6.6% |
| n | 1324 | 6.6% |
| j | 1324 | 6.6% |
| Other values (9) | 4751 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2666 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 318 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20031 | |
| Common | 2984 | 13.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1995 | |
| r | 1995 | |
| c | 1986 | |
| h | 1342 | 6.7% |
| d | 1342 | 6.7% |
| e | 1324 | 6.6% |
| l | 1324 | 6.6% |
| o | 1324 | 6.6% |
| n | 1324 | 6.6% |
| j | 1324 | 6.6% |
| Other values (9) | 4751 |
Common
| Value | Count | Frequency (%) |
| . | 2666 | |
| 2 | 318 | 10.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23015 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 2666 | |
| a | 1995 | 8.7% |
| r | 1995 | 8.7% |
| c | 1986 | 8.6% |
| h | 1342 | 5.8% |
| d | 1342 | 5.8% |
| e | 1324 | 5.8% |
| l | 1324 | 5.8% |
| o | 1324 | 5.8% |
| n | 1324 | 5.8% |
| Other values (11) | 6393 |
edapp_description
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 노드 Html 학습창 | |
|---|---|
| 밀크T초등_문제은행 | 5 |
| 밀크T초등_영상플레이어 | 2 |
| 밀크T초등_통합학습창 | 2 |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 10.995529 |
| Min length | 10 |
Characters and Unicode
| Total characters | 7378 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 5 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 노드 Html 학습창 |
|---|---|
| 2nd row | 노드 Html 학습창 |
| 3rd row | 노드 Html 학습창 |
| 4th row | 노드 Html 학습창 |
| 5th row | 노드 Html 학습창 |
Common Values
| Value | Count | Frequency (%) |
| 노드 Html 학습창 | 662 | |
| 밀크T초등_문제은행 | 5 | 0.7% |
| 밀크T초등_영상플레이어 | 2 | 0.3% |
| 밀크T초등_통합학습창 | 2 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 노드 | 662 | |
| html | 662 | |
| 학습창 | 662 | |
| 밀크t초등_문제은행 | 5 | 0.3% |
| 밀크t초등_영상플레이어 | 2 | 0.1% |
| 밀크t초등_통합학습창 | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1324 | ||
| 학 | 664 | |
| 습 | 664 | |
| 창 | 664 | |
| 노 | 662 | |
| H | 662 | |
| t | 662 | |
| m | 662 | |
| l | 662 | |
| 드 | 662 | |
| Other values (18) | 90 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 3388 | |
| Lowercase Letter | 1986 | |
| Space Separator | 1324 | 17.9% |
| Uppercase Letter | 671 | 9.1% |
| Connector Punctuation | 9 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 학 | 664 | |
| 습 | 664 | |
| 창 | 664 | |
| 노 | 662 | |
| 드 | 662 | |
| 초 | 9 | 0.3% |
| 등 | 9 | 0.3% |
| 크 | 9 | 0.3% |
| 밀 | 9 | 0.3% |
| 문 | 5 | 0.1% |
| Other values (11) | 31 | 0.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 662 | |
| m | 662 | |
| l | 662 |
Uppercase Letter
| Value | Count | Frequency (%) |
| H | 662 | |
| T | 9 | 1.3% |
Space Separator
| Value | Count | Frequency (%) |
| 1324 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 3388 | |
| Latin | 2657 | |
| Common | 1333 | 18.1% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 학 | 664 | |
| 습 | 664 | |
| 창 | 664 | |
| 노 | 662 | |
| 드 | 662 | |
| 초 | 9 | 0.3% |
| 등 | 9 | 0.3% |
| 크 | 9 | 0.3% |
| 밀 | 9 | 0.3% |
| 문 | 5 | 0.1% |
| Other values (11) | 31 | 0.9% |
Latin
| Value | Count | Frequency (%) |
| H | 662 | |
| t | 662 | |
| m | 662 | |
| l | 662 | |
| T | 9 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 1324 | ||
| _ | 9 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3990 | |
| Hangul | 3388 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1324 | ||
| H | 662 | |
| t | 662 | |
| m | 662 | |
| l | 662 | |
| _ | 9 | 0.2% |
| T | 9 | 0.2% |
Hangul
| Value | Count | Frequency (%) |
| 학 | 664 | |
| 습 | 664 | |
| 창 | 664 | |
| 노 | 662 | |
| 드 | 662 | |
| 초 | 9 | 0.3% |
| 등 | 9 | 0.3% |
| 크 | 9 | 0.3% |
| 밀 | 9 | 0.3% |
| 문 | 5 | 0.1% |
| Other values (11) | 31 | 0.9% |
edapp_version
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 1.1.16 | |
|---|---|
| 1.1.13 | 8 |
| 1.9.80 | 7 |
| 1.9.79 | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4026 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.1.16 |
|---|---|
| 2nd row | 1.1.16 |
| 3rd row | 1.1.16 |
| 4th row | 1.1.16 |
| 5th row | 1.1.16 |
Common Values
| Value | Count | Frequency (%) |
| 1.1.16 | 654 | |
| 1.1.13 | 8 | 1.2% |
| 1.9.80 | 7 | 1.0% |
| 1.9.79 | 2 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.1.16 | 654 | |
| 1.1.13 | 8 | 1.2% |
| 1.9.80 | 7 | 1.0% |
| 1.9.79 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1995 | |
| . | 1342 | |
| 6 | 654 | 16.2% |
| 9 | 11 | 0.3% |
| 3 | 8 | 0.2% |
| 8 | 7 | 0.2% |
| 0 | 7 | 0.2% |
| 7 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2684 | |
| Other Punctuation | 1342 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1995 | |
| 6 | 654 | 24.4% |
| 9 | 11 | 0.4% |
| 3 | 8 | 0.3% |
| 8 | 7 | 0.3% |
| 0 | 7 | 0.3% |
| 7 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4026 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1995 | |
| . | 1342 | |
| 6 | 654 | 16.2% |
| 9 | 11 | 0.3% |
| 3 | 8 | 0.2% |
| 8 | 7 | 0.2% |
| 0 | 7 | 0.2% |
| 7 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4026 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1995 | |
| . | 1342 | |
| 6 | 654 | 16.2% |
| 9 | 11 | 0.3% |
| 3 | 8 | 0.2% |
| 8 | 7 | 0.2% |
| 0 | 7 | 0.2% |
| 7 | 2 | < 0.1% |
referrer_id
Categorical
| Distinct | 234 |
|---|---|
| Distinct (%) | 34.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://app.milkt.co.kr/T0VE01U06003 | |
|---|---|
| http://app.milkt.co.kr/T0ME01U12010 | 40 |
| http://app.milkt.co.kr/T0ME01U05010 | 33 |
| http://app.milkt.co.kr/T0ME01U04010 | 17 |
| http://app.milkt.co.kr/T0BE00U24006 | 17 |
| Other values (229) |
Length
| Max length | 35 |
|---|---|
| Median length | 35 |
| Mean length | 35 |
| Min length | 35 |
Characters and Unicode
| Total characters | 23485 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 111 ? |
|---|---|
| Unique (%) | 16.5% |
Sample
| 1st row | http://app.milkt.co.kr/T0VE01U04009 |
|---|---|
| 2nd row | http://app.milkt.co.kr/T0VE01U04009 |
| 3rd row | http://app.milkt.co.kr/T0VE01U06003 |
| 4th row | http://app.milkt.co.kr/T0VE01U06003 |
| 5th row | http://app.milkt.co.kr/T0EE01U04008 |
Common Values
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/T0VE01U06003 | 86 | 12.8% |
| http://app.milkt.co.kr/T0ME01U12010 | 40 | 6.0% |
| http://app.milkt.co.kr/T0ME01U05010 | 33 | 4.9% |
| http://app.milkt.co.kr/T0ME01U04010 | 17 | 2.5% |
| http://app.milkt.co.kr/T0BE00U24006 | 17 | 2.5% |
| http://app.milkt.co.kr/T0VE01U05006 | 15 | 2.2% |
| http://app.milkt.co.kr/T0BE00U19006 | 15 | 2.2% |
| http://app.milkt.co.kr/T0EE01U05009 | 13 | 1.9% |
| http://app.milkt.co.kr/T0VE01U02004 | 13 | 1.9% |
| http://app.milkt.co.kr/T0VE01U01004 | 10 | 1.5% |
| Other values (224) | 412 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/t0ve01u06003 | 86 | 12.8% |
| http://app.milkt.co.kr/t0me01u12010 | 40 | 6.0% |
| http://app.milkt.co.kr/t0me01u05010 | 33 | 4.9% |
| http://app.milkt.co.kr/t0me01u04010 | 17 | 2.5% |
| http://app.milkt.co.kr/t0be00u24006 | 17 | 2.5% |
| http://app.milkt.co.kr/t0ve01u05006 | 15 | 2.2% |
| http://app.milkt.co.kr/t0be00u19006 | 15 | 2.2% |
| http://app.milkt.co.kr/t0ve01u02004 | 13 | 1.9% |
| http://app.milkt.co.kr/t0ee01u05009 | 13 | 1.9% |
| http://app.milkt.co.kr/t0ve01u01004 | 10 | 1.5% |
| Other values (224) | 412 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2911 | 12.4% |
| p | 2013 | 8.6% |
| t | 2013 | 8.6% |
| / | 2013 | 8.6% |
| . | 2013 | 8.6% |
| k | 1342 | 5.7% |
| 1 | 973 | 4.1% |
| E | 761 | 3.2% |
| U | 672 | 2.9% |
| T | 672 | 2.9% |
| Other values (35) | 8102 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10736 | |
| Decimal Number | 5294 | |
| Other Punctuation | 4697 | |
| Uppercase Letter | 2758 | 11.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 761 | |
| U | 672 | |
| T | 672 | |
| V | 196 | 7.1% |
| M | 158 | 5.7% |
| B | 94 | 3.4% |
| K | 54 | 2.0% |
| W | 29 | 1.1% |
| A | 24 | 0.9% |
| S | 21 | 0.8% |
| Other values (11) | 77 | 2.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 2013 | |
| t | 2013 | |
| k | 1342 | |
| h | 671 | 6.2% |
| r | 671 | 6.2% |
| o | 671 | 6.2% |
| c | 671 | 6.2% |
| l | 671 | 6.2% |
| i | 671 | 6.2% |
| m | 671 | 6.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2911 | |
| 1 | 973 | 18.4% |
| 2 | 278 | 5.3% |
| 3 | 261 | 4.9% |
| 6 | 224 | 4.2% |
| 4 | 180 | 3.4% |
| 5 | 177 | 3.3% |
| 9 | 134 | 2.5% |
| 8 | 88 | 1.7% |
| 7 | 68 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2013 | |
| . | 2013 | |
| : | 671 | 14.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13494 | |
| Common | 9991 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 2013 | |
| t | 2013 | |
| k | 1342 | |
| E | 761 | 5.6% |
| U | 672 | 5.0% |
| T | 672 | 5.0% |
| h | 671 | 5.0% |
| r | 671 | 5.0% |
| o | 671 | 5.0% |
| c | 671 | 5.0% |
| Other values (22) | 3337 |
Common
| Value | Count | Frequency (%) |
| 0 | 2911 | |
| / | 2013 | |
| . | 2013 | |
| 1 | 973 | 9.7% |
| : | 671 | 6.7% |
| 2 | 278 | 2.8% |
| 3 | 261 | 2.6% |
| 6 | 224 | 2.2% |
| 4 | 180 | 1.8% |
| 5 | 177 | 1.8% |
| Other values (3) | 290 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23485 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2911 | 12.4% |
| p | 2013 | 8.6% |
| t | 2013 | 8.6% |
| / | 2013 | 8.6% |
| . | 2013 | 8.6% |
| k | 1342 | 5.7% |
| 1 | 973 | 4.1% |
| E | 761 | 3.2% |
| U | 672 | 2.9% |
| T | 672 | 2.9% |
| Other values (35) | 8102 |
referrer_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| DigitalResource |
|---|
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 15 |
| Min length | 15 |
Characters and Unicode
| Total characters | 10065 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DigitalResource |
|---|---|
| 2nd row | DigitalResource |
| 3rd row | DigitalResource |
| 4th row | DigitalResource |
| 5th row | DigitalResource |
Common Values
| Value | Count | Frequency (%) |
| DigitalResource | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| digitalresource | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 1342 | |
| e | 1342 | |
| D | 671 | 6.7% |
| g | 671 | 6.7% |
| t | 671 | 6.7% |
| a | 671 | 6.7% |
| l | 671 | 6.7% |
| R | 671 | 6.7% |
| s | 671 | 6.7% |
| o | 671 | 6.7% |
| Other values (3) | 2013 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 8723 | |
| Uppercase Letter | 1342 | 13.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 1342 | |
| e | 1342 | |
| g | 671 | |
| t | 671 | |
| a | 671 | |
| l | 671 | |
| s | 671 | |
| o | 671 | |
| u | 671 | |
| r | 671 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 671 | |
| R | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10065 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 1342 | |
| e | 1342 | |
| D | 671 | 6.7% |
| g | 671 | 6.7% |
| t | 671 | 6.7% |
| a | 671 | 6.7% |
| l | 671 | 6.7% |
| R | 671 | 6.7% |
| s | 671 | 6.7% |
| o | 671 | 6.7% |
| Other values (3) | 2013 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10065 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 1342 | |
| e | 1342 | |
| D | 671 | 6.7% |
| g | 671 | 6.7% |
| t | 671 | 6.7% |
| a | 671 | 6.7% |
| l | 671 | 6.7% |
| R | 671 | 6.7% |
| s | 671 | 6.7% |
| o | 671 | 6.7% |
| Other values (3) | 2013 |
referrer_extensions_assignmenttype
Categorical
| Distinct | 41 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| T_EBOOK_B | |
|---|---|
| T_MDONG_H | |
| T_KIDS_CC | |
| T_KIDS_CD | |
| T_KIDS_CB | |
| Other values (36) |
Length
| Max length | 18 |
|---|---|
| Median length | 9 |
| Mean length | 9.3278689 |
| Min length | 6 |
Characters and Unicode
| Total characters | 6259 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | T_MDONG_A |
|---|---|
| 2nd row | T_MDONG_A |
| 3rd row | T_MDONG_H |
| 4th row | T_MDONG_H |
| 5th row | T_KIDS_CB |
Common Values
| Value | Count | Frequency (%) |
| T_EBOOK_B | 127 | |
| T_MDONG_H | 90 | |
| T_KIDS_CC | 60 | 8.9% |
| T_KIDS_CD | 57 | 8.5% |
| T_KIDS_CB | 41 | 6.1% |
| T_KIDS_HHJ | 33 | 4.9% |
| T_MDONG_P | 31 | 4.6% |
| T_KIDS_CA | 22 | 3.3% |
| T_MDONG_A | 20 | 3.0% |
| T_KIDS_ML | 18 | 2.7% |
| Other values (31) | 172 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| t_ebook_b | 127 | |
| t_mdong_h | 90 | |
| t_kids_cc | 60 | 8.8% |
| t_kids_cd | 57 | 8.4% |
| t_kids_cb | 41 | 6.0% |
| t_kids_hhj | 33 | 4.8% |
| t_mdong_p | 31 | 4.6% |
| t_kids_ca | 22 | 3.2% |
| t_mdong_a | 20 | 2.9% |
| t_kids_ml | 18 | 2.6% |
| Other values (32) | 182 |
Most occurring characters
| Value | Count | Frequency (%) |
| _ | 1288 | |
| T | 719 | |
| D | 577 | |
| O | 532 | |
| K | 415 | 6.6% |
| I | 321 | 5.1% |
| B | 309 | 4.9% |
| S | 297 | 4.7% |
| C | 292 | 4.7% |
| M | 245 | 3.9% |
| Other values (35) | 1264 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 4800 | |
| Connector Punctuation | 1288 | 20.6% |
| Lowercase Letter | 161 | 2.6% |
| Space Separator | 10 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 719 | |
| D | 577 | |
| O | 532 | |
| K | 415 | |
| I | 321 | 6.7% |
| B | 309 | 6.4% |
| S | 297 | 6.2% |
| C | 292 | 6.1% |
| M | 245 | 5.1% |
| N | 221 | 4.6% |
| Other values (15) | 872 |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 22 | |
| i | 19 | |
| o | 15 | |
| a | 12 | 7.5% |
| s | 11 | 6.8% |
| g | 11 | 6.8% |
| c | 9 | 5.6% |
| r | 9 | 5.6% |
| h | 8 | 5.0% |
| k | 8 | 5.0% |
| Other values (8) | 37 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1288 |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4961 | |
| Common | 1298 | 20.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 719 | |
| D | 577 | |
| O | 532 | |
| K | 415 | |
| I | 321 | 6.5% |
| B | 309 | 6.2% |
| S | 297 | 6.0% |
| C | 292 | 5.9% |
| M | 245 | 4.9% |
| N | 221 | 4.5% |
| Other values (33) | 1033 |
Common
| Value | Count | Frequency (%) |
| _ | 1288 | |
| 10 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6259 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| _ | 1288 | |
| T | 719 | |
| D | 577 | |
| O | 532 | |
| K | 415 | 6.6% |
| I | 321 | 5.1% |
| B | 309 | 4.9% |
| S | 297 | 4.7% |
| C | 292 | 4.7% |
| M | 245 | 3.9% |
| Other values (35) | 1264 |
referrer_extensions_assignmentsubjectid
Categorical
| Distinct | 14 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| V | |
|---|---|
| M | |
| B | |
| E | |
| K | |
| Other values (9) |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 671 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | V |
|---|---|
| 2nd row | V |
| 3rd row | V |
| 4th row | V |
| 5th row | E |
Common Values
| Value | Count | Frequency (%) |
| V | 196 | |
| M | 158 | |
| B | 88 | |
| E | 83 | |
| K | 54 | 8.0% |
| W | 24 | 3.6% |
| S | 21 | 3.1% |
| O | 17 | 2.5% |
| X | 14 | 2.1% |
| N | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| v | 196 | |
| m | 158 | |
| b | 88 | |
| e | 83 | |
| k | 54 | 8.0% |
| w | 24 | 3.6% |
| s | 21 | 3.1% |
| o | 17 | 2.5% |
| x | 14 | 2.1% |
| n | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| V | 196 | |
| M | 158 | |
| B | 88 | |
| E | 83 | |
| K | 54 | 8.0% |
| W | 24 | 3.6% |
| S | 21 | 3.1% |
| O | 17 | 2.5% |
| X | 14 | 2.1% |
| N | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 671 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 196 | |
| M | 158 | |
| B | 88 | |
| E | 83 | |
| K | 54 | 8.0% |
| W | 24 | 3.6% |
| S | 21 | 3.1% |
| O | 17 | 2.5% |
| X | 14 | 2.1% |
| N | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 671 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| V | 196 | |
| M | 158 | |
| B | 88 | |
| E | 83 | |
| K | 54 | 8.0% |
| W | 24 | 3.6% |
| S | 21 | 3.1% |
| O | 17 | 2.5% |
| X | 14 | 2.1% |
| N | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| V | 196 | |
| M | 158 | |
| B | 88 | |
| E | 83 | |
| K | 54 | 8.0% |
| W | 24 | 3.6% |
| S | 21 | 3.1% |
| O | 17 | 2.5% |
| X | 14 | 2.1% |
| N | 11 | 1.6% |
| Other values (4) | 5 | 0.7% |
referrer_extensions_assignmentgrade
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1341282 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 473 |
| Zeros (%) | 70.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.2520069 |
|---|---|
| Coefficient of variation (CV) | 1.9856723 |
| Kurtosis | 4.3982721 |
| Mean | 1.1341282 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2420137 |
| Sum | 761 |
| Variance | 5.071535 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 473 | |
| 2 | 41 | 6.1% |
| 1 | 38 | 5.7% |
| 3 | 32 | 4.8% |
| 9 | 29 | 4.3% |
| 5 | 26 | 3.9% |
| 4 | 19 | 2.8% |
| 6 | 13 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 473 | |
| 1 | 38 | 5.7% |
| 2 | 41 | 6.1% |
| 3 | 32 | 4.8% |
| 4 | 19 | 2.8% |
| 5 | 26 | 3.9% |
| 6 | 13 | 1.9% |
| 9 | 29 | 4.3% |
| Value | Count | Frequency (%) |
| 9 | 29 | 4.3% |
| 6 | 13 | 1.9% |
| 5 | 26 | 3.9% |
| 4 | 19 | 2.8% |
| 3 | 32 | 4.8% |
| 2 | 41 | 6.1% |
| 1 | 38 | 5.7% |
| 0 | 473 |
referrer_extensions_assignmentsemester
Categorical
HIGH CORRELATION IMBALANCE MISSING
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 90 |
| Missing (%) | 13.4% |
| Memory size | 5.4 KiB |
| 1.0 | |
|---|---|
| 0.0 | 31 |
| 2.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1743 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 543 | |
| 0.0 | 31 | 4.6% |
| 2.0 | 7 | 1.0% |
| (Missing) | 90 | 13.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 543 | |
| 0.0 | 31 | 5.3% |
| 2.0 | 7 | 1.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 612 | |
| . | 581 | |
| 1 | 543 | |
| 2 | 7 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1162 | |
| Other Punctuation | 581 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 612 | |
| 1 | 543 | |
| 2 | 7 | 0.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 581 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1743 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 612 | |
| . | 581 | |
| 1 | 543 | |
| 2 | 7 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1743 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 612 | |
| . | 581 | |
| 1 | 543 | |
| 2 | 7 | 0.4% |
referrer_extensions_assignmentlchapter
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8464978 |
| Minimum | 1 |
|---|---|
| Maximum | 62 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 15 |
| Maximum | 62 |
| Range | 61 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.9009882 |
|---|---|
| Coefficient of variation (CV) | 1.0112433 |
| Kurtosis | 30.562565 |
| Mean | 4.8464978 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.9753131 |
| Sum | 3252 |
| Variance | 24.019685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 3 | 123 | |
| 2 | 113 | |
| 1 | 100 | |
| 4 | 99 | |
| 6 | 98 | |
| 5 | 46 | 6.9% |
| 15 | 24 | 3.6% |
| 8 | 19 | 2.8% |
| 20 | 18 | 2.7% |
| 12 | 12 | 1.8% |
| Other values (8) | 19 | 2.8% |
| Value | Count | Frequency (%) |
| 1 | 100 | |
| 2 | 113 | |
| 3 | 123 | |
| 4 | 99 | |
| 5 | 46 | 6.9% |
| 6 | 98 | |
| 7 | 3 | 0.4% |
| 8 | 19 | 2.8% |
| 11 | 3 | 0.4% |
| 12 | 12 | 1.8% |
| Value | Count | Frequency (%) |
| 62 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 20 | 18 | |
| 18 | 3 | 0.4% |
| 17 | 1 | 0.1% |
| 16 | 5 | 0.7% |
| 15 | 24 | |
| 13 | 2 | 0.3% |
| 12 | 12 | |
| 11 | 3 | 0.4% |
referrer_extensions_assignmentmchapter
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 0 | |
|---|---|
| 1 | 24 |
| 2 | 16 |
| 5 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 671 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 671 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 671 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 629 | |
| 1 | 24 | 3.6% |
| 2 | 16 | 2.4% |
| 5 | 2 | 0.3% |
| Distinct | 38 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2023-03-12 15:00:00 |
|---|---|
| Maximum | 2023-07-03 15:00:00 |
Histogram with fixed size bins (bins=38)
referrer_extensions_assignmentprogday_kst
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 38 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 2023-04-06 00:00:00 | |
|---|---|
| 2023-04-05 00:00:00 | |
| 2023-04-07 00:00:00 | 27 |
| 2023-04-03 00:00:00 | 25 |
| 2023-04-04 00:00:00 | 23 |
| Other values (33) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 12749 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | 2023-04-06 00:00:00 |
|---|---|
| 2nd row | 2023-04-06 00:00:00 |
| 3rd row | 2023-04-06 00:00:00 |
| 4th row | 2023-04-06 00:00:00 |
| 5th row | 2023-04-07 00:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2023-04-06 00:00:00 | 433 | |
| 2023-04-05 00:00:00 | 78 | 11.6% |
| 2023-04-07 00:00:00 | 27 | 4.0% |
| 2023-04-03 00:00:00 | 25 | 3.7% |
| 2023-04-04 00:00:00 | 23 | 3.4% |
| 2023-04-10 00:00:00 | 7 | 1.0% |
| 2023-03-13 00:00:00 | 7 | 1.0% |
| 2023-04-14 00:00:00 | 5 | 0.7% |
| 2023-03-31 00:00:00 | 5 | 0.7% |
| 2023-03-30 00:00:00 | 5 | 0.7% |
| Other values (28) | 56 | 8.3% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 00:00:00 | 670 | |
| 2023-04-06 | 433 | |
| 2023-04-05 | 78 | 5.8% |
| 2023-04-07 | 27 | 2.0% |
| 2023-04-03 | 25 | 1.9% |
| 2023-04-04 | 24 | 1.8% |
| 2023-04-10 | 7 | 0.5% |
| 2023-03-13 | 7 | 0.5% |
| 2023-03-30 | 5 | 0.4% |
| 2023-04-26 | 5 | 0.4% |
| Other values (29) | 61 | 4.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 2 | 1365 | 10.7% |
| - | 1342 | 10.5% |
| : | 1342 | 10.5% |
| 3 | 749 | 5.9% |
| 671 | 5.3% | |
| 4 | 656 | 5.1% |
| 6 | 445 | 3.5% |
| 5 | 95 | 0.7% |
| 1 | 52 | 0.4% |
| Other values (3) | 49 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9394 | |
| Dash Punctuation | 1342 | 10.5% |
| Other Punctuation | 1342 | 10.5% |
| Space Separator | 671 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 2 | 1365 | 14.5% |
| 3 | 749 | 8.0% |
| 4 | 656 | 7.0% |
| 6 | 445 | 4.7% |
| 5 | 95 | 1.0% |
| 1 | 52 | 0.6% |
| 7 | 37 | 0.4% |
| 9 | 8 | 0.1% |
| 8 | 4 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1342 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1342 |
Space Separator
| Value | Count | Frequency (%) |
| 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12749 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 2 | 1365 | 10.7% |
| - | 1342 | 10.5% |
| : | 1342 | 10.5% |
| 3 | 749 | 5.9% |
| 671 | 5.3% | |
| 4 | 656 | 5.1% |
| 6 | 445 | 3.5% |
| 5 | 95 | 0.7% |
| 1 | 52 | 0.4% |
| Other values (3) | 49 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12749 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5983 | |
| 2 | 1365 | 10.7% |
| - | 1342 | 10.5% |
| : | 1342 | 10.5% |
| 3 | 749 | 5.9% |
| 671 | 5.3% | |
| 4 | 656 | 5.1% |
| 6 | 445 | 3.5% |
| 5 | 95 | 0.7% |
| 1 | 52 | 0.4% |
| Other values (3) | 49 | 0.4% |
session_id
Categorical
| Distinct | 285 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f | 9 |
|---|---|
| http://app.milkt.co.kr/sessions/0fa29964-6e4c-45cb-9dd0-650b5b0401b3 | 9 |
| http://app.milkt.co.kr/sessions/3e5be9f9-1916-4af2-a427-113538c254ba | 8 |
| http://app.milkt.co.kr/sessions/21db0e4f-2849-44f7-be11-4643fdb93e57 | 8 |
| http://app.milkt.co.kr/sessions/556efafb-c1d9-4292-b421-6b50f137fbea | 8 |
| Other values (280) |
Length
| Max length | 68 |
|---|---|
| Median length | 68 |
| Mean length | 68 |
| Min length | 68 |
Characters and Unicode
| Total characters | 45628 |
|---|---|
| Distinct characters | 31 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 108 ? |
|---|---|
| Unique (%) | 16.1% |
Sample
| 1st row | http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f |
|---|---|
| 2nd row | http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f |
| 3rd row | http://app.milkt.co.kr/sessions/9632a5fd-5ecd-4c5e-9763-3713d523a7bd |
| 4th row | http://app.milkt.co.kr/sessions/674e7a89-2284-4fbc-84c5-015428df53cc |
| 5th row | http://app.milkt.co.kr/sessions/c57e5550-4077-4fc8-83c7-b9939abf43f8 |
Common Values
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f | 9 | 1.3% |
| http://app.milkt.co.kr/sessions/0fa29964-6e4c-45cb-9dd0-650b5b0401b3 | 9 | 1.3% |
| http://app.milkt.co.kr/sessions/3e5be9f9-1916-4af2-a427-113538c254ba | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/21db0e4f-2849-44f7-be11-4643fdb93e57 | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/556efafb-c1d9-4292-b421-6b50f137fbea | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/4010fca5-21fd-43ae-a084-b1e977801ce3 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/a383af5f-d524-41ad-901f-f58aa2156d40 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/bacfd798-5bb6-4e94-9687-38935a090d40 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/e24fee1a-aeaa-44ce-8b75-b94e69fc9761 | 6 | 0.9% |
| http://app.milkt.co.kr/sessions/8278893b-4958-49c2-bc6d-556813a60077 | 6 | 0.9% |
| Other values (275) | 596 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f | 9 | 1.3% |
| http://app.milkt.co.kr/sessions/0fa29964-6e4c-45cb-9dd0-650b5b0401b3 | 9 | 1.3% |
| http://app.milkt.co.kr/sessions/3e5be9f9-1916-4af2-a427-113538c254ba | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/21db0e4f-2849-44f7-be11-4643fdb93e57 | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/556efafb-c1d9-4292-b421-6b50f137fbea | 8 | 1.2% |
| http://app.milkt.co.kr/sessions/4010fca5-21fd-43ae-a084-b1e977801ce3 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/a383af5f-d524-41ad-901f-f58aa2156d40 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/bacfd798-5bb6-4e94-9687-38935a090d40 | 7 | 1.0% |
| http://app.milkt.co.kr/sessions/9b18c8cd-59fe-4b90-a270-164a58ce0e0f | 6 | 0.9% |
| http://app.milkt.co.kr/sessions/33c6e7f1-2397-4aa4-82a5-91dc8ffc1c8c | 6 | 0.9% |
| Other values (275) | 596 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 2684 | 5.9% |
| - | 2684 | 5.9% |
| / | 2684 | 5.9% |
| a | 2113 | 4.6% |
| p | 2013 | 4.4% |
| . | 2013 | 4.4% |
| t | 2013 | 4.4% |
| e | 1959 | 4.3% |
| c | 1937 | 4.2% |
| 4 | 1863 | 4.1% |
| Other values (21) | 23665 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23913 | |
| Decimal Number | 13663 | |
| Other Punctuation | 5368 | 11.8% |
| Dash Punctuation | 2684 | 5.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 2684 | |
| a | 2113 | 8.8% |
| p | 2013 | 8.4% |
| t | 2013 | 8.4% |
| e | 1959 | 8.2% |
| c | 1937 | 8.1% |
| b | 1456 | 6.1% |
| k | 1342 | 5.6% |
| o | 1342 | 5.6% |
| i | 1342 | 5.6% |
| Other values (7) | 5712 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 1863 | |
| 9 | 1519 | |
| 8 | 1416 | |
| 2 | 1338 | |
| 6 | 1312 | |
| 3 | 1279 | |
| 1 | 1278 | |
| 7 | 1237 | |
| 5 | 1232 | |
| 0 | 1189 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2684 | |
| . | 2013 | |
| : | 671 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2684 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23913 | |
| Common | 21715 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 2684 | |
| a | 2113 | 8.8% |
| p | 2013 | 8.4% |
| t | 2013 | 8.4% |
| e | 1959 | 8.2% |
| c | 1937 | 8.1% |
| b | 1456 | 6.1% |
| k | 1342 | 5.6% |
| o | 1342 | 5.6% |
| i | 1342 | 5.6% |
| Other values (7) | 5712 |
Common
| Value | Count | Frequency (%) |
| - | 2684 | |
| / | 2684 | |
| . | 2013 | |
| 4 | 1863 | |
| 9 | 1519 | 7.0% |
| 8 | 1416 | 6.5% |
| 2 | 1338 | 6.2% |
| 6 | 1312 | 6.0% |
| 3 | 1279 | 5.9% |
| 1 | 1278 | 5.9% |
| Other values (4) | 4329 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45628 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 2684 | 5.9% |
| - | 2684 | 5.9% |
| / | 2684 | 5.9% |
| a | 2113 | 4.6% |
| p | 2013 | 4.4% |
| . | 2013 | 4.4% |
| t | 2013 | 4.4% |
| e | 1959 | 4.3% |
| c | 1937 | 4.2% |
| 4 | 1863 | 4.1% |
| Other values (21) | 23665 |
session_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Session |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 4697 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Session |
|---|---|
| 2nd row | Session |
| 3rd row | Session |
| 4th row | Session |
| 5th row | Session |
Common Values
| Value | Count | Frequency (%) |
| Session | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| session | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 1342 | |
| S | 671 | |
| e | 671 | |
| i | 671 | |
| o | 671 | |
| n | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4026 | |
| Uppercase Letter | 671 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 1342 | |
| e | 671 | |
| i | 671 | |
| o | 671 | |
| n | 671 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4697 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 1342 | |
| S | 671 | |
| e | 671 | |
| i | 671 | |
| o | 671 | |
| n | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4697 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 1342 | |
| S | 671 | |
| e | 671 | |
| i | 671 | |
| o | 671 | |
| n | 671 |
| Distinct | 286 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2023-01-02 04:40:50.218000 |
|---|---|
| Maximum | 2023-04-05 22:22:15.567000 |
Histogram with fixed size bins (bins=50)
session_startedattime_kst
Categorical
| Distinct | 286 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 2023-01-05 16:08:09.328000 | 9 |
|---|---|
| 2023-01-09 12:25:15.449000 | 9 |
| 2023-02-01 20:58:51.620000 | 8 |
| 2023-02-07 17:33:47.142000 | 8 |
| 2023-03-03 07:07:37.166000 | 8 |
| Other values (281) |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Characters and Unicode
| Total characters | 17446 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 109 ? |
|---|---|
| Unique (%) | 16.2% |
Sample
| 1st row | 2023-01-05 16:08:09.328000 |
|---|---|
| 2nd row | 2023-01-05 16:08:09.328000 |
| 3rd row | 2023-01-10 09:17:52.173000 |
| 4th row | 2023-01-12 20:57:53.708000 |
| 5th row | 2023-01-02 19:54:34.128000 |
Common Values
| Value | Count | Frequency (%) |
| 2023-01-05 16:08:09.328000 | 9 | 1.3% |
| 2023-01-09 12:25:15.449000 | 9 | 1.3% |
| 2023-02-01 20:58:51.620000 | 8 | 1.2% |
| 2023-02-07 17:33:47.142000 | 8 | 1.2% |
| 2023-03-03 07:07:37.166000 | 8 | 1.2% |
| 2023-01-23 13:38:53.187000 | 7 | 1.0% |
| 2023-03-17 19:21:15.111000 | 7 | 1.0% |
| 2023-03-22 16:48:12.429000 | 7 | 1.0% |
| 2023-01-27 19:18:03.703000 | 6 | 0.9% |
| 2023-03-02 20:19:35.549000 | 6 | 0.9% |
| Other values (276) | 596 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2023-01-09 | 42 | 3.1% |
| 2023-01-02 | 33 | 2.5% |
| 2023-03-02 | 24 | 1.8% |
| 2023-04-04 | 20 | 1.5% |
| 2023-01-10 | 19 | 1.4% |
| 2023-03-22 | 19 | 1.4% |
| 2023-04-03 | 18 | 1.3% |
| 2023-01-27 | 18 | 1.3% |
| 2023-02-01 | 17 | 1.3% |
| 2023-03-17 | 16 | 1.2% |
| Other values (358) | 1116 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4556 | |
| 2 | 2533 | |
| 3 | 1617 | 9.3% |
| 1 | 1519 | 8.7% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 671 | 3.8% | |
| . | 671 | 3.8% |
| 5 | 645 | 3.7% |
| 4 | 623 | 3.6% |
| Other values (4) | 1927 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13420 | |
| Other Punctuation | 2013 | 11.5% |
| Dash Punctuation | 1342 | 7.7% |
| Space Separator | 671 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4556 | |
| 2 | 2533 | |
| 3 | 1617 | 12.0% |
| 1 | 1519 | 11.3% |
| 5 | 645 | 4.8% |
| 4 | 623 | 4.6% |
| 7 | 560 | 4.2% |
| 8 | 488 | 3.6% |
| 9 | 472 | 3.5% |
| 6 | 407 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1342 | |
| . | 671 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1342 |
Space Separator
| Value | Count | Frequency (%) |
| 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17446 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4556 | |
| 2 | 2533 | |
| 3 | 1617 | 9.3% |
| 1 | 1519 | 8.7% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 671 | 3.8% | |
| . | 671 | 3.8% |
| 5 | 645 | 3.7% |
| 4 | 623 | 3.6% |
| Other values (4) | 1927 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4556 | |
| 2 | 2533 | |
| 3 | 1617 | 9.3% |
| 1 | 1519 | 8.7% |
| - | 1342 | 7.7% |
| : | 1342 | 7.7% |
| 671 | 3.8% | |
| . | 671 | 3.8% |
| 5 | 645 | 3.7% |
| 4 | 623 | 3.6% |
| Other values (4) | 1927 |
session_extensions_userid
Categorical
| Distinct | 285 |
|---|---|
| Distinct (%) | 42.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| leeso0215 | 9 |
|---|---|
| mingi0828 | 9 |
| psh1026 | 8 |
| seonho0609 | 8 |
| sunu0528 | 8 |
| Other values (280) |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 8.3457526 |
| Min length | 5 |
Characters and Unicode
| Total characters | 5600 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 108 ? |
|---|---|
| Unique (%) | 16.1% |
Sample
| 1st row | leeso0215 |
|---|---|
| 2nd row | leeso0215 |
| 3rd row | lisjm1 |
| 4th row | tnwjd8209 |
| 5th row | sws0324 |
Common Values
| Value | Count | Frequency (%) |
| leeso0215 | 9 | 1.3% |
| mingi0828 | 9 | 1.3% |
| psh1026 | 8 | 1.2% |
| seonho0609 | 8 | 1.2% |
| sunu0528 | 8 | 1.2% |
| Ian0415 | 7 | 1.0% |
| P20171202 | 7 | 1.0% |
| Jaeha0331 | 7 | 1.0% |
| cosua1010 | 6 | 0.9% |
| Seoa170331 | 6 | 0.9% |
| Other values (275) | 596 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| leeso0215 | 9 | 1.3% |
| mingi0828 | 9 | 1.3% |
| psh1026 | 8 | 1.2% |
| seonho0609 | 8 | 1.2% |
| sunu0528 | 8 | 1.2% |
| ian0415 | 7 | 1.0% |
| p20171202 | 7 | 1.0% |
| jaeha0331 | 7 | 1.0% |
| sojeong1108 | 6 | 0.9% |
| yunshu | 6 | 0.9% |
| Other values (275) | 596 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 528 | 9.4% |
| 1 | 516 | 9.2% |
| 2 | 327 | 5.8% |
| o | 270 | 4.8% |
| n | 255 | 4.6% |
| a | 240 | 4.3% |
| 7 | 230 | 4.1% |
| s | 220 | 3.9% |
| e | 211 | 3.8% |
| i | 195 | 3.5% |
| Other values (50) | 2608 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2863 | |
| Decimal Number | 2496 | |
| Uppercase Letter | 241 | 4.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 270 | 9.4% |
| n | 255 | 8.9% |
| a | 240 | 8.4% |
| s | 220 | 7.7% |
| e | 211 | 7.4% |
| i | 195 | 6.8% |
| h | 160 | 5.6% |
| u | 145 | 5.1% |
| j | 141 | 4.9% |
| y | 132 | 4.6% |
| Other values (16) | 894 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 32 | |
| Y | 19 | 7.9% |
| S | 18 | 7.5% |
| L | 17 | 7.1% |
| D | 16 | 6.6% |
| H | 13 | 5.4% |
| O | 13 | 5.4% |
| N | 12 | 5.0% |
| M | 12 | 5.0% |
| P | 11 | 4.6% |
| Other values (14) | 78 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 516 | |
| 2 | 327 | |
| 7 | 230 | |
| 8 | 188 | 7.5% |
| 3 | 167 | 6.7% |
| 6 | 146 | 5.8% |
| 9 | 144 | 5.8% |
| 4 | 127 | 5.1% |
| 5 | 123 | 4.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 3104 | |
| Common | 2496 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 270 | 8.7% |
| n | 255 | 8.2% |
| a | 240 | 7.7% |
| s | 220 | 7.1% |
| e | 211 | 6.8% |
| i | 195 | 6.3% |
| h | 160 | 5.2% |
| u | 145 | 4.7% |
| j | 141 | 4.5% |
| y | 132 | 4.3% |
| Other values (40) | 1135 |
Common
| Value | Count | Frequency (%) |
| 0 | 528 | |
| 1 | 516 | |
| 2 | 327 | |
| 7 | 230 | |
| 8 | 188 | 7.5% |
| 3 | 167 | 6.7% |
| 6 | 146 | 5.8% |
| 9 | 144 | 5.8% |
| 4 | 127 | 5.1% |
| 5 | 123 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 528 | 9.4% |
| 1 | 516 | 9.2% |
| 2 | 327 | 5.8% |
| o | 270 | 4.8% |
| n | 255 | 4.6% |
| a | 240 | 4.3% |
| 7 | 230 | 4.1% |
| s | 220 | 3.9% |
| e | 211 | 3.8% |
| i | 195 | 3.5% |
| Other values (50) | 2608 |
extensions_caliperversion
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2013 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 671 | |
| . | 671 | |
| 0 | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1342 | |
| Other Punctuation | 671 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 671 | |
| 0 | 671 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2013 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 671 | |
| . | 671 | |
| 0 | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2013 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 671 | |
| . | 671 | |
| 0 | 671 |
extensions_caliperappversion
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 1.0.2 |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3355 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0.2 |
|---|---|
| 2nd row | 1.0.2 |
| 3rd row | 1.0.2 |
| 4th row | 1.0.2 |
| 5th row | 1.0.2 |
Common Values
| Value | Count | Frequency (%) |
| 1.0.2 | 671 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0.2 | 671 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 1342 | |
| 1 | 671 | |
| 0 | 671 | |
| 2 | 671 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2013 | |
| Other Punctuation | 1342 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 671 | |
| 0 | 671 | |
| 2 | 671 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1342 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3355 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 1342 | |
| 1 | 671 | |
| 0 | 671 | |
| 2 | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3355 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 1342 | |
| 1 | 671 | |
| 0 | 671 | |
| 2 | 671 |
extensions_timezone
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Asia/Seoul | |
|---|---|
| America/Denver | 1 |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 10.005961 |
| Min length | 10 |
Characters and Unicode
| Total characters | 6714 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Asia/Seoul |
|---|---|
| 2nd row | Asia/Seoul |
| 3rd row | Asia/Seoul |
| 4th row | Asia/Seoul |
| 5th row | Asia/Seoul |
Common Values
| Value | Count | Frequency (%) |
| Asia/Seoul | 670 | |
| America/Denver | 1 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| asia/seoul | 670 | |
| america/denver | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 673 | |
| A | 671 | |
| i | 671 | |
| a | 671 | |
| / | 671 | |
| s | 670 | |
| S | 670 | |
| o | 670 | |
| u | 670 | |
| l | 670 | |
| Other values (6) | 7 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4701 | |
| Uppercase Letter | 1342 | 20.0% |
| Other Punctuation | 671 | 10.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 673 | |
| i | 671 | |
| a | 671 | |
| s | 670 | |
| o | 670 | |
| u | 670 | |
| l | 670 | |
| r | 2 | < 0.1% |
| m | 1 | < 0.1% |
| c | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 671 | |
| S | 670 | |
| D | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6043 | |
| Common | 671 | 10.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 673 | |
| A | 671 | |
| i | 671 | |
| a | 671 | |
| s | 670 | |
| S | 670 | |
| o | 670 | |
| u | 670 | |
| l | 670 | |
| r | 2 | < 0.1% |
| Other values (5) | 5 | 0.1% |
Common
| Value | Count | Frequency (%) |
| / | 671 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6714 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 673 | |
| A | 671 | |
| i | 671 | |
| a | 671 | |
| / | 671 | |
| s | 670 | |
| S | 670 | |
| o | 670 | |
| u | 670 | |
| l | 670 | |
| Other values (6) | 7 | 0.1% |
in_timestamp
Date
| Distinct | 670 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| Minimum | 2023-04-05 22:30:56.449000 |
|---|---|
| Maximum | 2023-04-05 22:45:56.397000 |
Histogram with fixed size bins (bins=50)
in_datetime_kst
Categorical
HIGH CARDINALITY UNIFORM UNIQUE
| Distinct | 671 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 2023-04-06 07:30:56.449597 | 1 |
|---|---|
| 2023-04-06 07:41:01.174578 | 1 |
| 2023-04-06 07:41:06.002461 | 1 |
| 2023-04-06 07:41:09.559715 | 1 |
| 2023-04-06 07:41:09.565351 | 1 |
| Other values (666) |
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Characters and Unicode
| Total characters | 17446 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 671 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2023-04-06 07:30:56.449597 |
|---|---|
| 2nd row | 2023-04-06 07:30:56.455742 |
| 3rd row | 2023-04-06 07:31:00.631917 |
| 4th row | 2023-04-06 07:31:05.075568 |
| 5th row | 2023-04-06 07:31:06.428467 |
Common Values
| Value | Count | Frequency (%) |
| 2023-04-06 07:30:56.449597 | 1 | 0.1% |
| 2023-04-06 07:41:01.174578 | 1 | 0.1% |
| 2023-04-06 07:41:06.002461 | 1 | 0.1% |
| 2023-04-06 07:41:09.559715 | 1 | 0.1% |
| 2023-04-06 07:41:09.565351 | 1 | 0.1% |
| 2023-04-06 07:41:10.106507 | 1 | 0.1% |
| 2023-04-06 07:41:12.134729 | 1 | 0.1% |
| 2023-04-06 07:41:12.210084 | 1 | 0.1% |
| 2023-04-06 07:41:13.297877 | 1 | 0.1% |
| 2023-04-06 07:41:14.534575 | 1 | 0.1% |
| Other values (661) | 661 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2023-04-06 | 671 | |
| 07:31:12.483361 | 1 | 0.1% |
| 07:31:28.852083 | 1 | 0.1% |
| 07:31:00.631917 | 1 | 0.1% |
| 07:31:05.075568 | 1 | 0.1% |
| 07:31:06.428467 | 1 | 0.1% |
| 07:31:06.441689 | 1 | 0.1% |
| 07:31:10.196614 | 1 | 0.1% |
| 07:31:10.958983 | 1 | 0.1% |
| 07:31:11.971801 | 1 | 0.1% |
| Other values (662) | 662 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3299 | |
| 2 | 2010 | |
| 3 | 1699 | |
| 4 | 1566 | |
| - | 1342 | |
| : | 1342 | |
| 6 | 1242 | 7.1% |
| 7 | 1209 | 6.9% |
| 1 | 680 | 3.9% |
| 671 | 3.8% | |
| Other values (4) | 2386 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13420 | |
| Other Punctuation | 2013 | 11.5% |
| Dash Punctuation | 1342 | 7.7% |
| Space Separator | 671 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3299 | |
| 2 | 2010 | |
| 3 | 1699 | |
| 4 | 1566 | |
| 6 | 1242 | 9.3% |
| 7 | 1209 | 9.0% |
| 1 | 680 | 5.1% |
| 5 | 660 | 4.9% |
| 9 | 539 | 4.0% |
| 8 | 516 | 3.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1342 | |
| . | 671 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1342 |
Space Separator
| Value | Count | Frequency (%) |
| 671 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17446 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3299 | |
| 2 | 2010 | |
| 3 | 1699 | |
| 4 | 1566 | |
| - | 1342 | |
| : | 1342 | |
| 6 | 1242 | 7.1% |
| 7 | 1209 | 6.9% |
| 1 | 680 | 3.9% |
| 671 | 3.8% | |
| Other values (4) | 2386 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17446 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3299 | |
| 2 | 2010 | |
| 3 | 1699 | |
| 4 | 1566 | |
| - | 1342 | |
| : | 1342 | |
| 6 | 1242 | 7.1% |
| 7 | 1209 | 6.9% |
| 1 | 680 | 3.9% |
| 671 | 3.8% | |
| Other values (4) | 2386 |
| actor_extensions_userpost | referrer_extensions_assignmentgrade | referrer_extensions_assignmentlchapter | actor_extensions_usertype | actor_extensions_usertypename | actor_extensions_usertypedescription | actor_extensions_userlevel | actor_extensions_usergrade | action | edapp_id | edapp_name | edapp_description | edapp_version | referrer_extensions_assignmenttype | referrer_extensions_assignmentsubjectid | referrer_extensions_assignmentsemester | referrer_extensions_assignmentmchapter | referrer_extensions_assignmentprogday_kst | extensions_timezone | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| actor_extensions_userpost | 1.000 | -0.123 | 0.063 | 0.745 | 0.745 | 0.745 | 0.754 | 0.752 | 0.232 | 0.520 | 0.520 | 0.563 | 0.607 | 0.509 | 0.529 | 0.603 | 0.643 | 0.596 | 0.769 |
| referrer_extensions_assignmentgrade | -0.123 | 1.000 | -0.352 | 0.124 | 0.124 | 0.124 | 0.908 | 0.891 | 0.028 | 0.263 | 0.263 | 0.204 | 0.237 | 0.524 | 0.561 | 0.431 | 0.391 | 0.420 | 0.163 |
| referrer_extensions_assignmentlchapter | 0.063 | -0.352 | 1.000 | 0.032 | 0.032 | 0.032 | 0.172 | 0.138 | 0.057 | 0.180 | 0.180 | 0.000 | 0.106 | 0.864 | 0.370 | 0.291 | 0.115 | 0.207 | 0.000 |
| actor_extensions_usertype | 0.745 | 0.124 | 0.032 | 1.000 | 0.990 | 0.990 | 0.162 | 0.146 | 0.000 | 0.096 | 0.096 | 0.000 | 0.000 | 0.284 | 0.120 | 0.051 | 0.035 | 0.000 | 0.000 |
| actor_extensions_usertypename | 0.745 | 0.124 | 0.032 | 0.990 | 1.000 | 0.990 | 0.162 | 0.146 | 0.000 | 0.096 | 0.096 | 0.000 | 0.000 | 0.284 | 0.120 | 0.051 | 0.035 | 0.000 | 0.000 |
| actor_extensions_usertypedescription | 0.745 | 0.124 | 0.032 | 0.990 | 0.990 | 1.000 | 0.162 | 0.146 | 0.000 | 0.096 | 0.096 | 0.000 | 0.000 | 0.284 | 0.120 | 0.051 | 0.035 | 0.000 | 0.000 |
| actor_extensions_userlevel | 0.754 | 0.908 | 0.172 | 0.162 | 0.162 | 0.162 | 1.000 | 0.996 | 0.096 | 0.233 | 0.233 | 0.152 | 0.209 | 0.914 | 0.765 | 0.139 | 0.404 | 0.500 | 0.000 |
| actor_extensions_usergrade | 0.752 | 0.891 | 0.138 | 0.146 | 0.146 | 0.146 | 0.996 | 1.000 | 0.049 | 0.244 | 0.244 | 0.190 | 0.263 | 0.422 | 0.462 | 0.139 | 0.399 | 0.415 | 0.159 |
| action | 0.232 | 0.028 | 0.057 | 0.000 | 0.000 | 0.000 | 0.096 | 0.049 | 1.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.067 | 0.000 | 0.000 | 0.000 | 0.000 |
| edapp_id | 0.520 | 0.263 | 0.180 | 0.096 | 0.096 | 0.096 | 0.233 | 0.244 | 0.000 | 1.000 | 1.000 | 0.705 | 0.710 | 0.810 | 0.635 | 0.300 | 0.361 | 0.511 | 0.000 |
| edapp_name | 0.520 | 0.263 | 0.180 | 0.096 | 0.096 | 0.096 | 0.233 | 0.244 | 0.000 | 1.000 | 1.000 | 0.705 | 0.710 | 0.810 | 0.635 | 0.300 | 0.361 | 0.511 | 0.000 |
| edapp_description | 0.563 | 0.204 | 0.000 | 0.000 | 0.000 | 0.000 | 0.152 | 0.190 | 0.000 | 0.705 | 0.705 | 1.000 | 0.638 | 0.904 | 0.356 | 0.372 | 0.359 | 0.721 | 0.000 |
| edapp_version | 0.607 | 0.237 | 0.106 | 0.000 | 0.000 | 0.000 | 0.209 | 0.263 | 0.016 | 0.710 | 0.710 | 0.638 | 1.000 | 0.732 | 0.584 | 0.299 | 0.580 | 0.669 | 0.000 |
| referrer_extensions_assignmenttype | 0.509 | 0.524 | 0.864 | 0.284 | 0.284 | 0.284 | 0.914 | 0.422 | 0.000 | 0.810 | 0.810 | 0.904 | 0.732 | 1.000 | 0.692 | 0.916 | 0.643 | 0.319 | 0.000 |
| referrer_extensions_assignmentsubjectid | 0.529 | 0.561 | 0.370 | 0.120 | 0.120 | 0.120 | 0.765 | 0.462 | 0.067 | 0.635 | 0.635 | 0.356 | 0.584 | 0.692 | 1.000 | 0.469 | 0.819 | 0.323 | 0.000 |
| referrer_extensions_assignmentsemester | 0.603 | 0.431 | 0.291 | 0.051 | 0.051 | 0.051 | 0.139 | 0.139 | 0.000 | 0.300 | 0.300 | 0.372 | 0.299 | 0.916 | 0.469 | 1.000 | 0.193 | 0.329 | 0.000 |
| referrer_extensions_assignmentmchapter | 0.643 | 0.391 | 0.115 | 0.035 | 0.035 | 0.035 | 0.404 | 0.399 | 0.000 | 0.361 | 0.361 | 0.359 | 0.580 | 0.643 | 0.819 | 0.193 | 1.000 | 0.375 | 0.000 |
| referrer_extensions_assignmentprogday_kst | 0.596 | 0.420 | 0.207 | 0.000 | 0.000 | 0.000 | 0.500 | 0.415 | 0.000 | 0.511 | 0.511 | 0.721 | 0.669 | 0.319 | 0.323 | 0.329 | 0.375 | 1.000 | 0.973 |
| extensions_timezone | 0.769 | 0.163 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.159 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.973 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| context | id | type | actor_id | actor_type | actor_extensions_userid | actor_extensions_usertype | actor_extensions_usertypename | actor_extensions_usertypedescription | actor_extensions_userlevel | actor_extensions_usergrade | actor_extensions_userpost | actor_extensions_userteacherid | actor_extensions_userparentid | action | eventtime | eventtime_kst | object_id | object_type | object_name | object_mediatype | object_learningobjectives | object_datetostarton | object_datetostarton_kst | object_datetosubmit | object_datetosubmit_kst | object_maxattempts | object_maxsubmits | object_maxscore | edapp_id | edapp_type | edapp_name | edapp_description | edapp_version | referrer_id | referrer_type | referrer_extensions_assignmenttype | referrer_extensions_assignmentsubjectid | referrer_extensions_assignmentgrade | referrer_extensions_assignmentsemester | referrer_extensions_assignmentlchapter | referrer_extensions_assignmentmchapter | referrer_extensions_assignmentprogday | referrer_extensions_assignmentprogday_kst | session_id | session_type | session_startedattime | session_startedattime_kst | session_extensions_userid | extensions_caliperversion | extensions_caliperappversion | extensions_timezone | in_timestamp | in_datetime_kst | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:690e96a0-a203-435b-b157-5737cf5a5c65 | AssignableEvent | http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e | Person | leeso0215 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 15017 | mteacher7004 | coolk2m | Submitted | 2023-04-05 22:31:01.174 | 2023-04-06 07:31:01.174000 | http://app.milkt.co.kr/T0VE01U04009 | AssignableDigitalResource | 누구의 발자국일까? | None | None | 2023-04-05 22:24:28.645 | 2023-04-06 07:24:28.645000 | 2023-04-05 22:31:01.174 | 2023-04-06 07:31:01.174000 | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U04009 | DigitalResource | T_MDONG_A | V | 0 | 1.0 | 4 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f | Session | 2023-01-05 07:08:09.328 | 2023-01-05 16:08:09.328000 | leeso0215 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:30:56.449 | 2023-04-06 07:30:56.449597 | ||
| 1 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:f7cdfdf0-fbcb-4766-b17b-34a63d79a2f4 | AssignableEvent | http://app.milkt.co.kr/person/0bedc637-bd61-4a31-924d-79dbd379969e | Person | leeso0215 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 15017 | mteacher7004 | coolk2m | Completed | 2023-04-05 22:31:01.188 | 2023-04-06 07:31:01.188000 | http://app.milkt.co.kr/T0VE01U04009 | AssignableDigitalResource | 누구의 발자국일까? | None | None | 2023-04-05 22:24:28.645 | 2023-04-06 07:24:28.645000 | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U04009 | DigitalResource | T_MDONG_A | V | 0 | 1.0 | 4 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/62a822c2-a1d9-486e-a675-3b19af9a197f | Session | 2023-01-05 07:08:09.328 | 2023-01-05 16:08:09.328000 | leeso0215 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:30:56.455 | 2023-04-06 07:30:56.455742 | ||
| 2 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:6619a8b1-31b3-4ac9-8fa1-5a69fc9d6bac | AssignableEvent | http://app.milkt.co.kr/person/3671dfaf-bfe9-4e10-8b76-283d6b38365d | Person | lisjm1 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 32610 | mteacher7219 | Completed | 2023-04-05 22:31:00.765 | 2023-04-06 07:31:00.765000 | http://app.milkt.co.kr/T0VE01U06003 | AssignableDigitalResource | 추석빔 입고 동네 한 바퀴 | None | None | 2023-04-05 22:23:28.152 | 2023-04-06 07:23:28.152000 | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U06003 | DigitalResource | T_MDONG_H | V | 0 | 1.0 | 6 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/9632a5fd-5ecd-4c5e-9763-3713d523a7bd | Session | 2023-01-10 00:17:52.173 | 2023-01-10 09:17:52.173000 | lisjm1 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:00.631 | 2023-04-06 07:31:00.631917 | |||
| 3 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:304daccd-0930-4060-99d5-81db499ac2e7 | AssignableEvent | http://app.milkt.co.kr/person/e187203e-cced-4b3b-b6ed-80d607013b9d | Person | tnwjd8209 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 46611 | mteacher7224 | Started | 2023-04-05 22:31:07.456 | 2023-04-06 07:31:07.456000 | http://app.milkt.co.kr/T0VE01U06003 | AssignableDigitalResource | 추석빔 입고 동네 한 바퀴 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U06003 | DigitalResource | T_MDONG_H | V | 0 | 1.0 | 6 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/674e7a89-2284-4fbc-84c5-015428df53cc | Session | 2023-01-12 11:57:53.708 | 2023-01-12 20:57:53.708000 | tnwjd8209 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:05.075 | 2023-04-06 07:31:05.075568 | |||
| 4 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:2e94e401-ae0f-46bf-9057-f5751052b7f6 | AssignableEvent | http://app.milkt.co.kr/person/86f941d5-14a9-4bc2-a48b-a54649e14b4f | Person | sws0324 | 01 | 학습생(준) | 준회원세분-무료체험이 들어간 회원 | 39275 | mteacher6115 | siruyo | Submitted | 2023-04-05 22:31:05.786 | 2023-04-06 07:31:05.786000 | http://app.milkt.co.kr/T0EE01U04008 | AssignableDigitalResource | Write Alphabet Gg | None | None | 2023-04-05 22:24:02.671 | 2023-04-06 07:24:02.671000 | 2023-04-05 22:31:05.786 | 2023-04-06 07:31:05.786000 | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0EE01U04008 | DigitalResource | T_KIDS_CB | E | 0 | 1.0 | 2 | 0 | 2023-04-06 15:00:00 | 2023-04-07 00:00:00 | http://app.milkt.co.kr/sessions/c57e5550-4077-4fc8-83c7-b9939abf43f8 | Session | 2023-01-02 10:54:34.128 | 2023-01-02 19:54:34.128000 | sws0324 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:06.428 | 2023-04-06 07:31:06.428467 | ||
| 5 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:03379bb6-5ee7-4232-9702-4c30afc172c8 | AssignableEvent | http://app.milkt.co.kr/person/86f941d5-14a9-4bc2-a48b-a54649e14b4f | Person | sws0324 | 01 | 학습생(준) | 준회원세분-무료체험이 들어간 회원 | 39275 | mteacher6115 | siruyo | Completed | 2023-04-05 22:31:05.797 | 2023-04-06 07:31:05.797000 | http://app.milkt.co.kr/T0EE01U04008 | AssignableDigitalResource | Write Alphabet Gg | None | None | 2023-04-05 22:24:02.671 | 2023-04-06 07:24:02.671000 | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0EE01U04008 | DigitalResource | T_KIDS_CB | E | 0 | 1.0 | 2 | 0 | 2023-04-06 15:00:00 | 2023-04-07 00:00:00 | http://app.milkt.co.kr/sessions/c57e5550-4077-4fc8-83c7-b9939abf43f8 | Session | 2023-01-02 10:54:34.128 | 2023-01-02 19:54:34.128000 | sws0324 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:06.441 | 2023-04-06 07:31:06.441689 | ||
| 6 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:7ca469a8-a248-4301-81eb-33186c540635 | AssignableEvent | http://app.milkt.co.kr/person/190cd6fd-4caa-4cd0-9eec-ee90f64882d6 | Person | badxx2000 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 44930 | mteacher7238 | atoms98 | Started | 2023-04-05 22:31:11.505 | 2023-04-06 07:31:11.505000 | http://app.milkt.co.kr/T0ME01U05010 | AssignableDigitalResource | 몇 시 30분인지 알아봐요 (1) | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer2 | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0ME01U05010 | DigitalResource | T_KIDS_CC | M | 0 | 1.0 | 3 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/240ff356-c2f9-41a8-bf22-eeb0225ccefd | Session | 2023-02-24 12:14:09.299 | 2023-02-24 21:14:09.299000 | badxx2000 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:10.196 | 2023-04-06 07:31:10.196614 | ||
| 7 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:6f95b04e-0e99-4186-8d77-80b8d47c4563 | AssignableEvent | http://app.milkt.co.kr/person/deb81339-a601-4f23-8b85-83f2d454448d | Person | junwoo0228 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 17863 | mteacher5905 | kimhyohui | Submitted | 2023-04-05 22:31:10.385 | 2023-04-06 07:31:10.385000 | http://app.milkt.co.kr/T0VE01U05007 | AssignableDigitalResource | 빨간 모자와 늑대 | None | None | 2023-04-05 22:20:09.090 | 2023-04-06 07:20:09.090000 | 2023-04-05 22:31:10.385 | 2023-04-06 07:31:10.385000 | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U05007 | DigitalResource | T_MDONG_P | V | 0 | 1.0 | 5 | 0 | 2023-04-12 15:00:00 | 2023-04-13 00:00:00 | http://app.milkt.co.kr/sessions/a32a037e-d2fe-46aa-95ab-4112db5d25ed | Session | 2023-04-03 21:41:25.745 | 2023-04-04 06:41:25.745000 | junwoo0228 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:10.958 | 2023-04-06 07:31:10.958983 | ||
| 8 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:3016673a-3d6c-4efd-a744-dd9e96c57a7e | AssignableEvent | http://app.milkt.co.kr/person/f31cadf6-dcb9-43f2-a1e1-dc1914311e63 | Person | 01094143464a | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 초등 | 1학년 | 63201 | mteacher7075 | coolhj19 | Started | 2023-04-05 22:31:15.694 | 2023-04-06 07:31:15.694000 | http://app.milkt.co.kr/T0KE11U12019 | AssignableDigitalResource | 국어 3단원-② 모음자 찾기 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer2 | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0KE11U12019 | DigitalResource | T_EBOOK_B | K | 1 | 1.0 | 3 | 0 | 2023-04-04 15:00:00 | 2023-04-05 00:00:00 | http://app.milkt.co.kr/sessions/8da85eee-6c3b-4579-974f-fc7039bbe4d7 | Session | 2023-02-11 00:47:06.083 | 2023-02-11 09:47:06.083000 | 01094143464a | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:11.971 | 2023-04-06 07:31:11.971801 |
| 9 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:0b9af0c3-b7e6-4da3-9e00-6cad690f6699 | AssignableEvent | http://app.milkt.co.kr/person/6a43c454-514a-4e03-932d-427bd931b9b9 | Person | id170502 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 28748 | mteacher6725 | id871020 | Started | 2023-04-05 22:31:16.339 | 2023-04-06 07:31:16.339000 | http://app.milkt.co.kr/T0VE01U01004 | AssignableDigitalResource | 복 타러 간 총각 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U01004 | DigitalResource | T_MDONG_T | V | 0 | 1.0 | 1 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/5af96fc9-8183-41f9-98a2-971d85978a53 | Session | 2023-01-26 10:23:09.564 | 2023-01-26 19:23:09.564000 | id170502 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:31:12.483 | 2023-04-06 07:31:12.483361 |
| context | id | type | actor_id | actor_type | actor_extensions_userid | actor_extensions_usertype | actor_extensions_usertypename | actor_extensions_usertypedescription | actor_extensions_userlevel | actor_extensions_usergrade | actor_extensions_userpost | actor_extensions_userteacherid | actor_extensions_userparentid | action | eventtime | eventtime_kst | object_id | object_type | object_name | object_mediatype | object_learningobjectives | object_datetostarton | object_datetostarton_kst | object_datetosubmit | object_datetosubmit_kst | object_maxattempts | object_maxsubmits | object_maxscore | edapp_id | edapp_type | edapp_name | edapp_description | edapp_version | referrer_id | referrer_type | referrer_extensions_assignmenttype | referrer_extensions_assignmentsubjectid | referrer_extensions_assignmentgrade | referrer_extensions_assignmentsemester | referrer_extensions_assignmentlchapter | referrer_extensions_assignmentmchapter | referrer_extensions_assignmentprogday | referrer_extensions_assignmentprogday_kst | session_id | session_type | session_startedattime | session_startedattime_kst | session_extensions_userid | extensions_caliperversion | extensions_caliperappversion | extensions_timezone | in_timestamp | in_datetime_kst | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 661 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:d306b66b-e1d0-42dd-8ec6-447dc048cd46 | AssignableEvent | http://app.milkt.co.kr/person/c75dde42-07ed-4ddf-9019-fff78f8cbe5b | Person | mingi0828 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 51125 | mteacher6450 | Submitted | 2023-04-05 22:43:26.496 | 2023-04-06 07:43:26.496000 | http://app.milkt.co.kr/T0BE00U24006 | AssignableDigitalResource | 진짜 친구 | None | None | 2023-04-05 22:34:45.868 | 2023-04-06 07:34:45.868000 | 2023-04-05 22:43:26.496 | 2023-04-06 07:43:26.496000 | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer2 | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0BE00U24006 | DigitalResource | T_KIDS_ML | B | 0 | NaN | 20 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/0fa29964-6e4c-45cb-9dd0-650b5b0401b3 | Session | 2023-01-09 03:25:15.449 | 2023-01-09 12:25:15.449000 | mingi0828 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:51.183 | 2023-04-06 07:45:51.183365 | |||
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| 664 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:fcec51f4-31df-46a0-9674-cdaea270f595 | AssignableEvent | http://app.milkt.co.kr/person/c9f1d1be-9ff1-4377-8560-9e3a1a1ce17c | Person | Rim170811 | 01 | 학습생(준) | 준회원세분-무료체험이 들어간 회원 | 50836 | mteacher6675 | Completed | 2023-04-05 22:45:49.500 | 2023-04-06 07:45:49.500000 | http://app.milkt.co.kr/T0VE01U06003 | AssignableDigitalResource | 추석빔 입고 동네 한 바퀴 | None | None | 2023-04-05 22:38:07.294 | 2023-04-06 07:38:07.294000 | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U06003 | DigitalResource | T_MDONG_H | V | 0 | 1.0 | 6 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/cca32dcf-2581-4672-a354-b38c1916938b | Session | 2023-01-02 10:51:06.031 | 2023-01-02 19:51:06.031000 | Rim170811 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:51.762 | 2023-04-06 07:45:51.762443 | |||
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| 666 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:52a7f887-69b0-4fd5-8408-c87b495f5239 | AssignableEvent | http://app.milkt.co.kr/person/55390c83-0ee1-4e1e-9011-3c05b5a98e4b | Person | yunshu | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 15065 | mteacher5753 | Started | 2023-04-05 22:45:53.637 | 2023-04-06 07:45:53.637000 | http://app.milkt.co.kr/T0VE01U02004 | AssignableDigitalResource | 캥거루의 캉캉 카페 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U02004 | DigitalResource | T_MDONG_C | V | 0 | 1.0 | 2 | 0 | 2023-04-02 15:00:00 | 2023-04-03 00:00:00 | http://app.milkt.co.kr/sessions/33c6e7f1-2397-4aa4-82a5-91dc8ffc1c8c | Session | 2023-03-10 08:25:22.463 | 2023-03-10 17:25:22.463000 | yunshu | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:52.075 | 2023-04-06 07:45:52.075826 | |||
| 667 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:00ce1752-3db0-469e-b46d-55e9e46b7f27 | AssignableEvent | http://app.milkt.co.kr/person/3d3304df-648f-4415-ab31-0514636d6b2e | Person | ppp0530 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 초등 | 3학년 | 27153 | mteacher6089 | Submitted | 2023-04-05 22:45:51.172 | 2023-04-06 07:45:51.172000 | http://app.milkt.co.kr/T0SE31U42002 | AssignableDigitalResource | 천재(김) 사회 2단원(1)-② 옛이야기와 지명에 담긴 고장의 모습 | None | None | 2023-04-05 22:35:48.837 | 2023-04-06 07:35:48.837000 | 2023-04-05 22:45:51.172 | 2023-04-06 07:45:51.172000 | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0SE31U42002 | DigitalResource | T_EBOOK_B | S | 3 | 1.0 | 2 | 1 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/02c92a8b-f8a7-49cd-92c0-37e538728277 | Session | 2023-01-24 11:09:14.860 | 2023-01-24 20:09:14.860000 | ppp0530 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:52.326 | 2023-04-06 07:45:52.326972 | |
| 668 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:5fa26292-fd5e-44cf-835a-0123b44186fe | AssignableEvent | http://app.milkt.co.kr/person/55390c83-0ee1-4e1e-9011-3c05b5a98e4b | Person | yunshu | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 15065 | mteacher5753 | Started | 2023-04-05 22:45:54.626 | 2023-04-06 07:45:54.626000 | http://app.milkt.co.kr/T0VE01U02004 | AssignableDigitalResource | 캥거루의 캉캉 카페 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U02004 | DigitalResource | T_MDONG_C | V | 0 | 1.0 | 2 | 0 | 2023-04-02 15:00:00 | 2023-04-03 00:00:00 | http://app.milkt.co.kr/sessions/33c6e7f1-2397-4aa4-82a5-91dc8ffc1c8c | Session | 2023-03-10 08:25:22.463 | 2023-03-10 17:25:22.463000 | yunshu | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:53.167 | 2023-04-06 07:45:53.167587 | |||
| 669 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:8bcefd89-0cc8-4b27-bc28-d2735c1fc389 | AssignableEvent | http://app.milkt.co.kr/person/55390c83-0ee1-4e1e-9011-3c05b5a98e4b | Person | yunshu | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 15065 | mteacher5753 | Started | 2023-04-05 22:45:55.133 | 2023-04-06 07:45:55.133000 | http://app.milkt.co.kr/T0VE01U02004 | AssignableDigitalResource | 캥거루의 캉캉 카페 | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0VE01U02004 | DigitalResource | T_MDONG_C | V | 0 | 1.0 | 2 | 0 | 2023-04-02 15:00:00 | 2023-04-03 00:00:00 | http://app.milkt.co.kr/sessions/33c6e7f1-2397-4aa4-82a5-91dc8ffc1c8c | Session | 2023-03-10 08:25:22.463 | 2023-03-10 17:25:22.463000 | yunshu | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:53.542 | 2023-04-06 07:45:53.542798 | |||
| 670 | http://purl.imsglobal.org/ctx/caliper/v1p1 | urn:uuid:4ab1ae48-382a-4249-8608-1a4315d37978 | AssignableEvent | http://app.milkt.co.kr/person/1ec12052-73db-4420-89db-2a7a3de006fe | Person | Dana0826 | 11 | 학습생(정) | 정상적인 결제를 거친 학습생 | 50954 | mteacher5937 | ijoaje | Started | 2023-04-05 22:46:01.225 | 2023-04-06 07:46:01.225000 | http://app.milkt.co.kr/T0ME01U05007 | AssignableDigitalResource | AI 추천 게임 (2) | None | None | NaT | None | NaT | None | NaN | NaN | NaN | http://app.milkt.co.kr/kr.co.chunjae.android.cjhtmlplayer2 | SoftwareApplication | kr.co.chunjae.android.cjhtmlplayer2 | 노드 Html 학습창 | 1.1.16 | http://app.milkt.co.kr/T0ME01U05007 | DigitalResource | T_KIDS_CC | M | 0 | 1.0 | 3 | 0 | 2023-04-05 15:00:00 | 2023-04-06 00:00:00 | http://app.milkt.co.kr/sessions/1373a7e7-5786-4eeb-bab2-d965b2f43ce7 | Session | 2023-03-03 05:57:03.955 | 2023-03-03 14:57:03.955000 | Dana0826 | 1.0 | 1.0.2 | Asia/Seoul | 2023-04-05 22:45:56.397 | 2023-04-06 07:45:56.397274 |